2025-06-01T21:26:38.1680738Z Current runner version: '2.324.0'
2025-06-01T21:26:38.1685898Z Runner name: 'pytorch-rocm-hw-29'
2025-06-01T21:26:38.1686812Z Machine name: 'pytorch-rocm-hw-29'
2025-06-01T21:26:38.1689391Z ##[group]GITHUB_TOKEN Permissions
2025-06-01T21:26:38.1691108Z Contents: read
2025-06-01T21:26:38.1691580Z Metadata: read
2025-06-01T21:26:38.1692086Z ##[endgroup]
2025-06-01T21:26:38.1693790Z Secret source: Actions
2025-06-01T21:26:38.1694413Z Prepare workflow directory
2025-06-01T21:26:38.5364883Z Prepare all required actions
2025-06-01T21:26:38.5400683Z Getting action download info
2025-06-01T21:26:39.0255665Z Download action repository 'pytorch/pytorch@main' (SHA:064bb3cebc0a5d0f3a1a2308ae2aa4dc5b7da5be)
2025-06-01T21:26:43.8468044Z Download action repository 'aws-actions/configure-aws-credentials@ececac1a45f3b08a01d2dd070d28d111c5fe6722' (SHA:ececac1a45f3b08a01d2dd070d28d111c5fe6722)
2025-06-01T21:26:44.4235446Z Download action repository 'aws-actions/amazon-ecr-login@062b18b96a7aff071d4dc91bc00c4c1a7945b076' (SHA:062b18b96a7aff071d4dc91bc00c4c1a7945b076)
2025-06-01T21:26:44.9673007Z Download action repository 'pytorch/test-infra@main' (SHA:5ce5452ec51263ef97338910302a42b1f4181e7c)
2025-06-01T21:26:45.8497182Z Download action repository 'actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02' (SHA:ea165f8d65b6e75b540449e92b4886f43607fa02)
2025-06-01T21:26:46.5804519Z Getting action download info
2025-06-01T21:26:46.7617961Z Download action repository 'actions/checkout@v4' (SHA:11bd71901bbe5b1630ceea73d27597364c9af683)
2025-06-01T21:26:47.3272246Z Getting action download info
2025-06-01T21:26:47.4963257Z Download action repository 'nick-fields/retry@v3.0.0' (SHA:7152eba30c6575329ac0576536151aca5a72780e)
2025-06-01T21:26:47.9832508Z Getting action download info
2025-06-01T21:26:48.1993467Z Complete job name: linux-jammy-rocm-py3.10 / test (slow, 2, 2, linux.rocm.gpu.2, module:rocm)
2025-06-01T21:26:48.3125482Z ##[group]Run pytorch/pytorch/.github/actions/checkout-pytorch@main
2025-06-01T21:26:48.3126061Z with:
2025-06-01T21:26:48.3126235Z   no-sudo: true
2025-06-01T21:26:48.3126415Z   submodules: recursive
2025-06-01T21:26:48.3126590Z   fetch-depth: 0
2025-06-01T21:26:48.3126899Z env:
2025-06-01T21:26:48.3127050Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:48.3127231Z ##[endgroup]
2025-06-01T21:26:48.3197366Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT"
2025-06-01T21:26:48.3198131Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT"
2025-06-01T21:26:48.3230717Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:26:48.3230997Z env:
2025-06-01T21:26:48.3231152Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:48.3231333Z ##[endgroup]
2025-06-01T21:26:48.3545515Z ##[group]Run # Use all available CPUs for fetching
2025-06-01T21:26:48.3546302Z # Use all available CPUs for fetching
2025-06-01T21:26:48.3546888Z cd "${GITHUB_WORKSPACE}"
2025-06-01T21:26:48.3547470Z git config --global fetch.parallel 0
2025-06-01T21:26:48.3548119Z git config --global submodule.fetchJobs 0
2025-06-01T21:26:48.3548699Z 
2025-06-01T21:26:48.3549316Z # Clean workspace. The default checkout action should also do this, but
2025-06-01T21:26:48.3550124Z # do it here as well just in case
2025-06-01T21:26:48.3550645Z if [[ -d .git ]]; then
2025-06-01T21:26:48.3551126Z   if [ -z "${NO_SUDO}" ]; then
2025-06-01T21:26:48.3551623Z     sudo git clean -ffdx
2025-06-01T21:26:48.3552079Z   else
2025-06-01T21:26:48.3552469Z     git clean -ffdx
2025-06-01T21:26:48.3552882Z   fi
2025-06-01T21:26:48.3553228Z fi
2025-06-01T21:26:48.3616322Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:26:48.3617108Z env:
2025-06-01T21:26:48.3617460Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:48.3617887Z   NO_SUDO: true
2025-06-01T21:26:48.3618890Z ##[endgroup]
2025-06-01T21:26:48.5323979Z Removing .additional_ci_files/
2025-06-01T21:26:48.5324675Z Removing build/
2025-06-01T21:26:48.5325052Z Removing dist/
2025-06-01T21:26:48.5325440Z Removing test/test-reports/
2025-06-01T21:26:48.5451666Z ##[group]Run actions/checkout@v4
2025-06-01T21:26:48.5452171Z with:
2025-06-01T21:26:48.5452577Z   ref: f7c09f864a6c6467a7454f1431340d3338473fd1
2025-06-01T21:26:48.5453110Z   fetch-depth: 0
2025-06-01T21:26:48.5453501Z   submodules: recursive
2025-06-01T21:26:48.5453912Z   show-progress: false
2025-06-01T21:26:48.5454351Z   repository: pytorch/pytorch
2025-06-01T21:26:48.5455063Z   token: ***
2025-06-01T21:26:48.5455424Z   ssh-strict: true
2025-06-01T21:26:48.5455792Z   ssh-user: git
2025-06-01T21:26:48.5456166Z   persist-credentials: true
2025-06-01T21:26:48.5456598Z   clean: true
2025-06-01T21:26:48.5457009Z   sparse-checkout-cone-mode: true
2025-06-01T21:26:48.5457482Z   fetch-tags: false
2025-06-01T21:26:48.5457830Z   lfs: false
2025-06-01T21:26:48.5458208Z   set-safe-directory: true
2025-06-01T21:26:48.5458599Z env:
2025-06-01T21:26:48.5458931Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:48.5459319Z ##[endgroup]
2025-06-01T21:26:48.6524378Z Syncing repository: pytorch/pytorch
2025-06-01T21:26:48.6526876Z ##[group]Getting Git version info
2025-06-01T21:26:48.6527750Z Working directory is '/home/pytorchci/actions-runner/_work/pytorch/pytorch'
2025-06-01T21:26:48.6529004Z [command]/usr/bin/git version
2025-06-01T21:26:48.6529467Z git version 2.34.1
2025-06-01T21:26:48.6530950Z ##[endgroup]
2025-06-01T21:26:48.6537462Z Copying '/home/pytorchci/.gitconfig' to '/home/pytorchci/actions-runner/_work/_temp/31d7362b-19e7-47ce-9803-c4d54e7224e5/.gitconfig'
2025-06-01T21:26:48.6539962Z Temporarily overriding HOME='/home/pytorchci/actions-runner/_work/_temp/31d7362b-19e7-47ce-9803-c4d54e7224e5' before making global git config changes
2025-06-01T21:26:48.6541583Z Adding repository directory to the temporary git global config as a safe directory
2025-06-01T21:26:48.6542896Z [command]/usr/bin/git config --global --add safe.directory /home/pytorchci/actions-runner/_work/pytorch/pytorch
2025-06-01T21:26:48.6544680Z [command]/usr/bin/git config --local --get remote.origin.url
2025-06-01T21:26:48.6545439Z https://github.com/pytorch/pytorch
2025-06-01T21:26:48.6550683Z ##[group]Removing previously created refs, to avoid conflicts
2025-06-01T21:26:48.6552629Z [command]/usr/bin/git rev-parse --symbolic-full-name --verify --quiet HEAD
2025-06-01T21:26:48.6583158Z HEAD
2025-06-01T21:26:48.6614123Z ##[endgroup]
2025-06-01T21:26:48.6616444Z [command]/usr/bin/git submodule status
2025-06-01T21:26:48.6913099Z  7e1e1fe3858c63c251c637ae41a20de425dde96f android/libs/fbjni (v0.1.0-12-g7e1e1fe)
2025-06-01T21:26:48.7021454Z  4dfe081cf6bcd15db339cf2680b9281b8451eeb3 third_party/FP16 (4dfe081)
2025-06-01T21:26:48.7141520Z  b408327ac2a15ec3e43352421954f5b1967701d1 third_party/FXdiv (b408327)
2025-06-01T21:26:48.7241881Z  c07e3a0400713d546e0dea2d5466dd22ea389c73 third_party/NNPACK (c07e3a0)
2025-06-01T21:26:48.7303820Z  2942f167cc30c5e3a44a2aecd5b0d9c07ff61a07 third_party/NVTX (v3.1.0-263-g2942f16)
2025-06-01T21:26:48.7391139Z  1d8f600fd424278486eade7ed3e877c99f0846b1 third_party/VulkanMemoryAllocator (v2.1.0-982-g1d8f600)
2025-06-01T21:26:48.7936730Z  51a0103656eff6fc9bfd39a4597923c4b542c883 third_party/XNNPACK (remotes/origin/ds/ndk-1243-g51a0103656)
2025-06-01T21:26:48.7937437Z  299e5928955cc62af9968370293b916f5130916f third_party/benchmark (v1.9.3)
2025-06-01T21:26:48.7965135Z  8086bbe3a78d931eb96fe12fdc014082e18d18d3 third_party/composable_kernel (rocm-6.4.1-6-g8086bbe3a)
2025-06-01T21:26:48.8124457Z  3b6597bba913d51161383657829b7e644e59c006 third_party/cpp-httplib (v0.15.3-20-g3b6597b)
2025-06-01T21:26:48.8257695Z  5e3d2445e6a84d9599bee2bf78edbb4d80865e1d third_party/cpuinfo (5e3d244)
2025-06-01T21:26:48.8314292Z  666996fe3960f27170d1527e5579ba24c8d3380a third_party/cudnn_frontend (v0.5-47-g666996f)
2025-06-01T21:26:48.8425299Z  ad7b2f5e84fcfa124cb02b91d5bd26d238c0459e third_party/cutlass (v3.9.2)
2025-06-01T21:26:48.8986660Z  3147391d946bb4b6c68edd901f2add6ac1f31f8c third_party/eigen (3.4.0)
2025-06-01T21:26:48.9044824Z  157e88b750c452bef2ab4653fe9d1eeb151ce4c3 third_party/fbgemm (v1.2.0-186-g157e88b7)
2025-06-01T21:26:48.9153371Z  979702c87a8713a8e0a5e9fee122b90d2ef13be5 third_party/flash-attention (v2.7.4)
2025-06-01T21:26:48.9183362Z  a2cd1ea3b6d3fee220106b5fed3f7ce8da9eb757 third_party/flatbuffers (v24.12.23)
2025-06-01T21:26:48.9544678Z  40626af88bd7df9a5fb80be7b25ac85b122d6c21 third_party/fmt (11.2.0)
2025-06-01T21:26:48.9679077Z  3fb5c176c17c765a3492cd2f0321b0dab712f350 third_party/gemmlowp/gemmlowp (remotes/origin/revert-87-master-135-g3fb5c17)
2025-06-01T21:26:48.9850888Z  fe67c4bea940a117ff539d23f4110efc19404edb third_party/gloo (remotes/origin/gh/c-p-i-o/1/base-28-gfe67c4b)
2025-06-01T21:26:49.0058268Z  52eb8108c5bdec04579160ae17225d66034bd723 third_party/googletest (release-1.8.0-3544-g52eb8108)
2025-06-01T21:26:49.0162740Z  719d8e6cd7f7a0e01b155657526d693acf97c2b3 third_party/ideep (pytorch-rls-v3.7.1)
2025-06-01T21:26:49.0248049Z  dec1d23ca65ab069d225dfe40dea14f455170959 third_party/ittapi (v3.25.5)
2025-06-01T21:26:49.0536597Z  20f652846f651fcae287f667d34bcf164c99f383 third_party/kineto (heads/main-1-g20f6528)
2025-06-01T21:26:49.0570873Z  cca02c2f69dd18e1f12647c1c0bdc8cf90e680c7 third_party/kleidiai (v1.8.0)
2025-06-01T21:26:49.0614438Z  94036de6fe20bfd8a73d4a6d142fcf532ea604d9 third_party/mimalloc (v2.2.3)
2025-06-01T21:26:49.1038723Z  87cda1d6646592ac5866dc703c8e1839046a6806 third_party/nlohmann (v3.10.1-113-g87cda1d6)
2025-06-01T21:26:49.1386841Z  e709452ef2bbc1d113faf678c24e6d3467696e83 third_party/onnx (v1.18.0)
2025-06-01T21:26:49.1414898Z  a799f4aed9c94b765dcdaabaeab7d5e7e2310878 third_party/opentelemetry-cpp (v1.14.2)
2025-06-01T21:26:49.1455808Z  9d3ab05a7fffbc71a492bc6a17be034e83e8f0fe third_party/pocketfft (release_for_eigen-11-g9d3ab05)
2025-06-01T21:26:49.1807223Z  d1eca4e4b421cd2997495c4b4e65cea6be4e9b8a third_party/protobuf (v3.7.0-rc.2-1279-gd1eca4e4b)
2025-06-01T21:26:49.1920703Z  072586a71b55b7f8c584153d223e95687148a900 third_party/psimd (heads/master)
2025-06-01T21:26:49.2001173Z  4fe0e1e183925bf8cfa6aae24237e724a96479b8 third_party/pthreadpool (0.1-144-g4fe0e1e)
2025-06-01T21:26:49.2054180Z  a2e59f0e7065404b44dfe92a28aca47ba1378dc4 third_party/pybind11 (v2.11.0-182-ga2e59f0e)
2025-06-01T21:26:49.2163231Z  f45429b087dd7d5bc78bb40dc7cf06425c252d67 third_party/python-peachpy (remotes/origin/pre-generated)
2025-06-01T21:26:49.2257923Z  5a1d179df9cf652951b59010a2d2075372d67f68 third_party/sleef (3.8)
2025-06-01T21:26:49.2339223Z  52791a2fd214b2a9dc5759d36725909c1daa7f2e third_party/tensorpipe (remotes/origin/master)
2025-06-01T21:26:49.2358083Z ##[group]Cleaning the repository
2025-06-01T21:26:49.2364054Z [command]/usr/bin/git clean -ffdx
2025-06-01T21:26:49.2651183Z [command]/usr/bin/git reset --hard HEAD
2025-06-01T21:26:49.3683718Z HEAD is now at efccdc1a732 Update on "[dynamo] Record the pre-graph bytecode using fast record function event"
2025-06-01T21:26:49.3726122Z ##[endgroup]
2025-06-01T21:26:49.3731755Z ##[group]Disabling automatic garbage collection
2025-06-01T21:26:49.3735840Z [command]/usr/bin/git config --local gc.auto 0
2025-06-01T21:26:49.3782175Z ##[endgroup]
2025-06-01T21:26:49.3782902Z ##[group]Setting up auth
2025-06-01T21:26:49.3794875Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand
2025-06-01T21:26:49.3841755Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'core\.sshCommand' && git config --local --unset-all 'core.sshCommand' || :"
2025-06-01T21:26:49.4164555Z Entering 'android/libs/fbjni'
2025-06-01T21:26:49.4208620Z Entering 'third_party/FP16'
2025-06-01T21:26:49.4268797Z Entering 'third_party/FXdiv'
2025-06-01T21:26:49.4314950Z Entering 'third_party/NNPACK'
2025-06-01T21:26:49.4362857Z Entering 'third_party/NVTX'
2025-06-01T21:26:49.4413760Z Entering 'third_party/VulkanMemoryAllocator'
2025-06-01T21:26:49.4456625Z Entering 'third_party/XNNPACK'
2025-06-01T21:26:49.4532253Z Entering 'third_party/benchmark'
2025-06-01T21:26:49.4572394Z Entering 'third_party/composable_kernel'
2025-06-01T21:26:49.4617664Z Entering 'third_party/cpp-httplib'
2025-06-01T21:26:49.4664633Z Entering 'third_party/cpuinfo'
2025-06-01T21:26:49.4715390Z Entering 'third_party/cudnn_frontend'
2025-06-01T21:26:49.4766654Z Entering 'third_party/cutlass'
2025-06-01T21:26:49.4818274Z Entering 'third_party/eigen'
2025-06-01T21:26:49.4867844Z Entering 'third_party/fbgemm'
2025-06-01T21:26:49.4922982Z Entering 'third_party/fbgemm/external/asmjit'
2025-06-01T21:26:49.4965236Z Entering 'third_party/fbgemm/external/composable_kernel'
2025-06-01T21:26:49.5010045Z Entering 'third_party/fbgemm/external/cpuinfo'
2025-06-01T21:26:49.5049895Z Entering 'third_party/fbgemm/external/cutlass'
2025-06-01T21:26:49.5098131Z Entering 'third_party/fbgemm/external/googletest'
2025-06-01T21:26:49.5142541Z Entering 'third_party/fbgemm/external/hipify_torch'
2025-06-01T21:26:49.5183963Z Entering 'third_party/fbgemm/external/json'
2025-06-01T21:26:49.5229847Z Entering 'third_party/flash-attention'
2025-06-01T21:26:49.5272049Z Entering 'third_party/flash-attention/csrc/composable_kernel'
2025-06-01T21:26:49.5326901Z Entering 'third_party/flash-attention/csrc/cutlass'
2025-06-01T21:26:49.5375239Z Entering 'third_party/flatbuffers'
2025-06-01T21:26:49.5418742Z Entering 'third_party/fmt'
2025-06-01T21:26:49.5466298Z Entering 'third_party/gemmlowp/gemmlowp'
2025-06-01T21:26:49.5510102Z Entering 'third_party/gloo'
2025-06-01T21:26:49.5551608Z Entering 'third_party/googletest'
2025-06-01T21:26:49.5601367Z Entering 'third_party/ideep'
2025-06-01T21:26:49.5640467Z Entering 'third_party/ideep/mkl-dnn'
2025-06-01T21:26:49.5689595Z Entering 'third_party/ittapi'
2025-06-01T21:26:49.5735839Z Entering 'third_party/kineto'
2025-06-01T21:26:49.5782629Z Entering 'third_party/kineto/libkineto/third_party/dynolog'
2025-06-01T21:26:49.5821929Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM'
2025-06-01T21:26:49.5861518Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr'
2025-06-01T21:26:49.5904835Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt'
2025-06-01T21:26:49.5944746Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags'
2025-06-01T21:26:49.5982620Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc'
2025-06-01T21:26:49.6027184Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog'
2025-06-01T21:26:49.6066271Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest'
2025-06-01T21:26:49.6105332Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json'
2025-06-01T21:26:49.6145927Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs'
2025-06-01T21:26:49.6187255Z Entering 'third_party/kineto/libkineto/third_party/fmt'
2025-06-01T21:26:49.6238046Z Entering 'third_party/kineto/libkineto/third_party/googletest'
2025-06-01T21:26:49.6284316Z Entering 'third_party/kleidiai'
2025-06-01T21:26:49.6338045Z Entering 'third_party/mimalloc'
2025-06-01T21:26:49.6384326Z Entering 'third_party/nlohmann'
2025-06-01T21:26:49.6424673Z Entering 'third_party/onnx'
2025-06-01T21:26:49.6477000Z Entering 'third_party/onnx/third_party/pybind11'
2025-06-01T21:26:49.6536114Z Entering 'third_party/opentelemetry-cpp'
2025-06-01T21:26:49.6588250Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark'
2025-06-01T21:26:49.6633953Z Entering 'third_party/opentelemetry-cpp/third_party/googletest'
2025-06-01T21:26:49.6672193Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl'
2025-06-01T21:26:49.6707289Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json'
2025-06-01T21:26:49.6744231Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto'
2025-06-01T21:26:49.6783963Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp'
2025-06-01T21:26:49.6832841Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp'
2025-06-01T21:26:49.6868600Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb'
2025-06-01T21:26:49.6913310Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest'
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2025-06-01T21:26:49.7673776Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader
2025-06-01T21:26:49.7704113Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'http\.https\:\/\/github\.com\/\.extraheader' && git config --local --unset-all 'http.https://github.com/.extraheader' || :"
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2025-06-01T21:26:50.1336570Z [command]/usr/bin/git config --local http.https://github.com/.extraheader AUTHORIZATION: basic ***
2025-06-01T21:26:50.1386273Z ##[endgroup]
2025-06-01T21:26:50.1387059Z ##[group]Fetching the repository
2025-06-01T21:26:50.1394311Z [command]/usr/bin/git -c protocol.version=2 fetch --prune --no-recurse-submodules origin +refs/heads/*:refs/remotes/origin/* +refs/tags/*:refs/tags/*
2025-06-01T21:26:50.8361539Z From https://github.com/pytorch/pytorch
2025-06-01T21:26:50.8362013Z  - [deleted]                 (none)     -> ciflow/binaries/147917
2025-06-01T21:26:50.9066829Z  - [deleted]                 (none)     -> ciflow/inductor/138202
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2025-06-01T21:26:50.9076175Z  - [deleted]                 (none)     -> ciflow/linux-aarch64/147917
2025-06-01T21:26:50.9077704Z  - [deleted]                 (none)     -> ciflow/mps/144405
2025-06-01T21:26:50.9081707Z  - [deleted]                 (none)     -> ciflow/mps/146989
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2025-06-01T21:26:52.8591629Z    3d9efb2d51a..72483cd97cd  gh/anijain2305/772/base -> origin/gh/anijain2305/772/base
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2025-06-01T21:26:52.8627710Z    de52c854d8f..988621a9fad  gh/anijain2305/774/base -> origin/gh/anijain2305/774/base
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2025-06-01T21:26:52.8651920Z    217ffd63d1d..6f305ddf662  gh/bobrenjc93/389/base  -> origin/gh/bobrenjc93/389/base
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2025-06-01T21:26:52.8667456Z  * [new branch]              gh/bobrenjc93/390/base  -> origin/gh/bobrenjc93/390/base
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2025-06-01T21:26:52.8788009Z    0cd18ba1ca3..064bb3cebc0  main                    -> origin/main
2025-06-01T21:26:52.8796835Z    4612dbdec64..b8641617825  nightly                 -> origin/nightly
2025-06-01T21:26:52.8808292Z    5616fa4a687..b90fc2ec27d  viable/strict           -> origin/viable/strict
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2025-06-01T21:26:52.9950911Z [command]/usr/bin/git rev-parse --verify --quiet f7c09f864a6c6467a7454f1431340d3338473fd1^{object}
2025-06-01T21:26:53.0011819Z f7c09f864a6c6467a7454f1431340d3338473fd1
2025-06-01T21:26:53.0019559Z ##[endgroup]
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2025-06-01T21:26:53.0263083Z [command]/usr/bin/git checkout --progress --force f7c09f864a6c6467a7454f1431340d3338473fd1
2025-06-01T21:26:53.2045677Z Previous HEAD position was efccdc1a732 Update on "[dynamo] Record the pre-graph bytecode using fast record function event"
2025-06-01T21:26:53.2102334Z HEAD is now at f7c09f864a6 [Docs] Reformat sparse example (#154785)
2025-06-01T21:26:53.2186739Z ##[endgroup]
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2025-06-01T21:26:53.2271844Z [command]/usr/bin/git config --global --unset-all url.https://github.com/.insteadOf
2025-06-01T21:26:53.2314370Z [command]/usr/bin/git config --global --add url.https://github.com/.insteadOf git@github.com:
2025-06-01T21:26:53.2355343Z [command]/usr/bin/git config --global --add url.https://github.com/.insteadOf org-21003710@github.com:
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2025-06-01T21:26:53.2386330Z ##[group]Fetching submodules
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2025-06-01T21:26:53.4567290Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs'
2025-06-01T21:26:53.4612798Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/fmt'
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2025-06-01T21:26:53.5714284Z Synchronizing submodule url for 'third_party/sleef'
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2025-06-01T21:26:53.6003694Z [command]/usr/bin/git -c protocol.version=2 submodule update --init --force --recursive
2025-06-01T21:26:53.6543983Z Submodule path 'android/libs/fbjni': checked out '7e1e1fe3858c63c251c637ae41a20de425dde96f'
2025-06-01T21:26:53.6817581Z Submodule path 'third_party/FP16': checked out '4dfe081cf6bcd15db339cf2680b9281b8451eeb3'
2025-06-01T21:26:53.7075876Z Submodule path 'third_party/FXdiv': checked out 'b408327ac2a15ec3e43352421954f5b1967701d1'
2025-06-01T21:26:53.7373166Z Submodule path 'third_party/NNPACK': checked out 'c07e3a0400713d546e0dea2d5466dd22ea389c73'
2025-06-01T21:26:53.7670601Z Submodule path 'third_party/NVTX': checked out '2942f167cc30c5e3a44a2aecd5b0d9c07ff61a07'
2025-06-01T21:26:53.7941205Z Submodule path 'third_party/VulkanMemoryAllocator': checked out '1d8f600fd424278486eade7ed3e877c99f0846b1'
2025-06-01T21:26:53.8396571Z Submodule path 'third_party/XNNPACK': checked out '51a0103656eff6fc9bfd39a4597923c4b542c883'
2025-06-01T21:26:53.8691447Z Submodule path 'third_party/benchmark': checked out '299e5928955cc62af9968370293b916f5130916f'
2025-06-01T21:26:53.9105387Z Submodule path 'third_party/composable_kernel': checked out '8086bbe3a78d931eb96fe12fdc014082e18d18d3'
2025-06-01T21:26:53.9381954Z Submodule path 'third_party/cpp-httplib': checked out '3b6597bba913d51161383657829b7e644e59c006'
2025-06-01T21:26:53.9656352Z Submodule path 'third_party/cpuinfo': checked out '5e3d2445e6a84d9599bee2bf78edbb4d80865e1d'
2025-06-01T21:26:53.9958317Z Submodule path 'third_party/cudnn_frontend': checked out '666996fe3960f27170d1527e5579ba24c8d3380a'
2025-06-01T21:26:54.0315364Z Submodule path 'third_party/cutlass': checked out 'ad7b2f5e84fcfa124cb02b91d5bd26d238c0459e'
2025-06-01T21:26:54.0685341Z Submodule path 'third_party/eigen': checked out '3147391d946bb4b6c68edd901f2add6ac1f31f8c'
2025-06-01T21:26:54.1054323Z Submodule path 'third_party/fbgemm': checked out '157e88b750c452bef2ab4653fe9d1eeb151ce4c3'
2025-06-01T21:26:54.1300892Z Submodule path 'third_party/fbgemm/external/asmjit': checked out 'e5d7c0bd5d9aec44d68830187138149e6a8c4e32'
2025-06-01T21:26:54.1607560Z Submodule path 'third_party/fbgemm/external/composable_kernel': checked out '4a61bdd4bd4ed730e078aebc7c0fcf046ff29406'
2025-06-01T21:26:54.1874761Z Submodule path 'third_party/fbgemm/external/cpuinfo': checked out '6543fec09b2f04ac4a666882998b534afc9c1349'
2025-06-01T21:26:54.2209766Z Submodule path 'third_party/fbgemm/external/cutlass': checked out '3ed8d2ec4ba35ef5d9d8353826209b6f868f63d3'
2025-06-01T21:26:54.2502248Z Submodule path 'third_party/fbgemm/external/googletest': checked out 'f8d7d77c06936315286eb55f8de22cd23c188571'
2025-06-01T21:26:54.2725746Z Submodule path 'third_party/fbgemm/external/hipify_torch': checked out 'a4337c69fe0e2552a7b7b0669178926beeed828c'
2025-06-01T21:26:54.3026889Z Submodule path 'third_party/fbgemm/external/json': checked out '9cca280a4d0ccf0c08f47a99aa71d1b0e52f8d03'
2025-06-01T21:26:54.3332188Z Submodule path 'third_party/flash-attention': checked out '979702c87a8713a8e0a5e9fee122b90d2ef13be5'
2025-06-01T21:26:54.3741985Z Submodule path 'third_party/flash-attention/csrc/composable_kernel': checked out '888317e698e9803c62bd38568abc9e05d7709f33'
2025-06-01T21:26:54.4076665Z Submodule path 'third_party/flash-attention/csrc/cutlass': checked out 'c506e16788cb08416a4a57e11a9067beeee29420'
2025-06-01T21:26:54.6094139Z Submodule path 'third_party/flatbuffers': checked out 'a2cd1ea3b6d3fee220106b5fed3f7ce8da9eb757'
2025-06-01T21:26:54.6450615Z Submodule path 'third_party/fmt': checked out '40626af88bd7df9a5fb80be7b25ac85b122d6c21'
2025-06-01T21:26:54.6741998Z Submodule path 'third_party/gemmlowp/gemmlowp': checked out '3fb5c176c17c765a3492cd2f0321b0dab712f350'
2025-06-01T21:26:54.7003926Z Submodule path 'third_party/gloo': checked out 'fe67c4bea940a117ff539d23f4110efc19404edb'
2025-06-01T21:26:54.7288543Z Submodule path 'third_party/googletest': checked out '52eb8108c5bdec04579160ae17225d66034bd723'
2025-06-01T21:26:54.7574818Z Submodule path 'third_party/ideep': checked out '719d8e6cd7f7a0e01b155657526d693acf97c2b3'
2025-06-01T21:26:54.8020788Z Submodule path 'third_party/ideep/mkl-dnn': checked out '8d263e693366ef8db40acc569cc7d8edf644556d'
2025-06-01T21:26:54.8294384Z Submodule path 'third_party/ittapi': checked out 'dec1d23ca65ab069d225dfe40dea14f455170959'
2025-06-01T21:26:54.8582814Z Submodule path 'third_party/kineto': checked out '20f652846f651fcae287f667d34bcf164c99f383'
2025-06-01T21:26:54.8878680Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog': checked out '7d04a0053a845370ae06ce317a22a48e9edcc74e'
2025-06-01T21:26:54.9195606Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM': checked out 'ffde4e54bc7249a6039a5e6b45b395141e1217f9'
2025-06-01T21:26:54.9463929Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr': checked out '871ed52d350214a034f6ef8a3b8f51c5ce1bd400'
2025-06-01T21:26:54.9754258Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt': checked out 'cd4af11efc9c622896a3e4cb599fa28668ca3d05'
2025-06-01T21:26:55.0056908Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags': checked out 'e171aa2d15ed9eb17054558e0b3a6a413bb01067'
2025-06-01T21:26:55.0299782Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc': checked out '8411df715cf522606e3b1aca386ddfc0b63d34b4'
2025-06-01T21:26:55.0607073Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog': checked out 'b33e3bad4c46c8a6345525fd822af355e5ef9446'
2025-06-01T21:26:55.0864637Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest': checked out '58d77fa8070e8cec2dc1ed015d66b454c8d78850'
2025-06-01T21:26:55.1177956Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/json': checked out '4f8fba14066156b73f1189a2b8bd568bde5284c5'
2025-06-01T21:26:55.1419173Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs': checked out 'f68a2fa8ea36c783bdd760371411fcb495aa3150'
2025-06-01T21:26:55.1726608Z Submodule path 'third_party/kineto/libkineto/third_party/fmt': checked out '0041a40c1350ba702d475b9c4ad62da77caea164'
2025-06-01T21:26:55.1995696Z Submodule path 'third_party/kineto/libkineto/third_party/googletest': checked out '7aca84427f224eeed3144123d5230d5871e93347'
2025-06-01T21:26:55.2312201Z Submodule path 'third_party/kleidiai': checked out 'cca02c2f69dd18e1f12647c1c0bdc8cf90e680c7'
2025-06-01T21:26:55.2608549Z Submodule path 'third_party/mimalloc': checked out '94036de6fe20bfd8a73d4a6d142fcf532ea604d9'
2025-06-01T21:26:55.2939727Z Submodule path 'third_party/nlohmann': checked out '87cda1d6646592ac5866dc703c8e1839046a6806'
2025-06-01T21:26:55.3398524Z Submodule path 'third_party/onnx': checked out 'e709452ef2bbc1d113faf678c24e6d3467696e83'
2025-06-01T21:26:55.3739281Z Submodule path 'third_party/onnx/third_party/pybind11': checked out 'a2e59f0e7065404b44dfe92a28aca47ba1378dc4'
2025-06-01T21:26:55.4070134Z Submodule path 'third_party/opentelemetry-cpp': checked out 'a799f4aed9c94b765dcdaabaeab7d5e7e2310878'
2025-06-01T21:26:55.4328723Z Submodule path 'third_party/opentelemetry-cpp/third_party/benchmark': checked out 'd572f4777349d43653b21d6c2fc63020ab326db2'
2025-06-01T21:26:55.4604693Z Submodule path 'third_party/opentelemetry-cpp/third_party/googletest': checked out 'b796f7d44681514f58a683a3a71ff17c94edb0c1'
2025-06-01T21:26:55.4855140Z Submodule path 'third_party/opentelemetry-cpp/third_party/ms-gsl': checked out '6f4529395c5b7c2d661812257cd6780c67e54afa'
2025-06-01T21:26:55.5206292Z Submodule path 'third_party/opentelemetry-cpp/third_party/nlohmann-json': checked out 'bc889afb4c5bf1c0d8ee29ef35eaaf4c8bef8a5d'
2025-06-01T21:26:55.5475927Z Submodule path 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto': checked out '4ca4f0335c63cda7ab31ea7ed70d6553aee14dce'
2025-06-01T21:26:55.5699659Z Submodule path 'third_party/opentelemetry-cpp/third_party/opentracing-cpp': checked out '06b57f48ded1fa3bdd3d4346f6ef29e40e08eaf5'
2025-06-01T21:26:55.5956434Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp': checked out 'c9ffcdda9086ffd9e1283ea7a0276d831f3c8a8d'
2025-06-01T21:26:55.6257124Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb': checked out 'eefb26f82b233268fc98577d265352720d477ba4'
2025-06-01T21:26:55.6514930Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest': checked out 'e2239ee6043f73722e7aa812a459f54a28552929'
2025-06-01T21:26:55.6971170Z Submodule path 'third_party/opentelemetry-cpp/tools/vcpkg': checked out '8eb57355a4ffb410a2e94c07b4dca2dffbee8e50'
2025-06-01T21:26:55.7292417Z Submodule path 'third_party/pocketfft': checked out '9d3ab05a7fffbc71a492bc6a17be034e83e8f0fe'
2025-06-01T21:26:55.7733928Z Submodule path 'third_party/protobuf': checked out 'd1eca4e4b421cd2997495c4b4e65cea6be4e9b8a'
2025-06-01T21:26:55.7980992Z Submodule path 'third_party/protobuf/third_party/benchmark': checked out '5b7683f49e1e9223cf9927b24f6fd3d6bd82e3f8'
2025-06-01T21:26:55.8252405Z Submodule path 'third_party/protobuf/third_party/googletest': checked out '5ec7f0c4a113e2f18ac2c6cc7df51ad6afc24081'
2025-06-01T21:26:55.8495950Z Submodule path 'third_party/psimd': checked out '072586a71b55b7f8c584153d223e95687148a900'
2025-06-01T21:26:55.8767483Z Submodule path 'third_party/pthreadpool': checked out '4fe0e1e183925bf8cfa6aae24237e724a96479b8'
2025-06-01T21:26:55.9045354Z Submodule path 'third_party/pybind11': checked out 'a2e59f0e7065404b44dfe92a28aca47ba1378dc4'
2025-06-01T21:26:55.9326893Z Submodule path 'third_party/python-peachpy': checked out 'f45429b087dd7d5bc78bb40dc7cf06425c252d67'
2025-06-01T21:26:55.9609019Z Submodule path 'third_party/sleef': checked out '5a1d179df9cf652951b59010a2d2075372d67f68'
2025-06-01T21:26:55.9890858Z Submodule path 'third_party/tensorpipe': checked out '52791a2fd214b2a9dc5759d36725909c1daa7f2e'
2025-06-01T21:26:56.0156924Z Submodule path 'third_party/tensorpipe/third_party/googletest': checked out 'aee0f9d9b5b87796ee8a0ab26b7587ec30e8858e'
2025-06-01T21:26:56.0417321Z Submodule path 'third_party/tensorpipe/third_party/libnop': checked out '910b55815be16109f04f4180e9adee14fb4ce281'
2025-06-01T21:26:56.0796364Z Submodule path 'third_party/tensorpipe/third_party/libuv': checked out '1dff88e5161cba5c59276d2070d2e304e4dcb242'
2025-06-01T21:26:56.1116466Z Submodule path 'third_party/tensorpipe/third_party/pybind11': checked out 'a23996fce38ff6ccfbcdc09f1e63f2c4be5ea2ef'
2025-06-01T21:26:56.1370390Z Submodule path 'third_party/tensorpipe/third_party/pybind11/tools/clang': checked out '6a00cbc4a9b8e68b71caf7f774b3f9c753ae84d5'
2025-06-01T21:26:56.1475438Z [command]/usr/bin/git submodule foreach --recursive git config --local gc.auto 0
2025-06-01T21:26:56.1751534Z Entering 'android/libs/fbjni'
2025-06-01T21:26:56.1794317Z Entering 'third_party/FP16'
2025-06-01T21:26:56.1831507Z Entering 'third_party/FXdiv'
2025-06-01T21:26:56.1873345Z Entering 'third_party/NNPACK'
2025-06-01T21:26:56.1910025Z Entering 'third_party/NVTX'
2025-06-01T21:26:56.1953327Z Entering 'third_party/VulkanMemoryAllocator'
2025-06-01T21:26:56.2004275Z Entering 'third_party/XNNPACK'
2025-06-01T21:26:56.2056596Z Entering 'third_party/benchmark'
2025-06-01T21:26:56.2092712Z Entering 'third_party/composable_kernel'
2025-06-01T21:26:56.2140544Z Entering 'third_party/cpp-httplib'
2025-06-01T21:26:56.2181698Z Entering 'third_party/cpuinfo'
2025-06-01T21:26:56.2219593Z Entering 'third_party/cudnn_frontend'
2025-06-01T21:26:56.2262311Z Entering 'third_party/cutlass'
2025-06-01T21:26:56.2311938Z Entering 'third_party/eigen'
2025-06-01T21:26:56.2364691Z Entering 'third_party/fbgemm'
2025-06-01T21:26:56.2407706Z Entering 'third_party/fbgemm/external/asmjit'
2025-06-01T21:26:56.2444913Z Entering 'third_party/fbgemm/external/composable_kernel'
2025-06-01T21:26:56.2484326Z Entering 'third_party/fbgemm/external/cpuinfo'
2025-06-01T21:26:56.2519581Z Entering 'third_party/fbgemm/external/cutlass'
2025-06-01T21:26:56.2560158Z Entering 'third_party/fbgemm/external/googletest'
2025-06-01T21:26:56.2594431Z Entering 'third_party/fbgemm/external/hipify_torch'
2025-06-01T21:26:56.2633458Z Entering 'third_party/fbgemm/external/json'
2025-06-01T21:26:56.2679780Z Entering 'third_party/flash-attention'
2025-06-01T21:26:56.2730654Z Entering 'third_party/flash-attention/csrc/composable_kernel'
2025-06-01T21:26:56.2774467Z Entering 'third_party/flash-attention/csrc/cutlass'
2025-06-01T21:26:56.2829921Z Entering 'third_party/flatbuffers'
2025-06-01T21:26:56.2875361Z Entering 'third_party/fmt'
2025-06-01T21:26:56.2916992Z Entering 'third_party/gemmlowp/gemmlowp'
2025-06-01T21:26:56.2955865Z Entering 'third_party/gloo'
2025-06-01T21:26:56.2994605Z Entering 'third_party/googletest'
2025-06-01T21:26:56.3030255Z Entering 'third_party/ideep'
2025-06-01T21:26:56.3065806Z Entering 'third_party/ideep/mkl-dnn'
2025-06-01T21:26:56.3113592Z Entering 'third_party/ittapi'
2025-06-01T21:26:56.3155798Z Entering 'third_party/kineto'
2025-06-01T21:26:56.3195221Z Entering 'third_party/kineto/libkineto/third_party/dynolog'
2025-06-01T21:26:56.3231241Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM'
2025-06-01T21:26:56.3267331Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr'
2025-06-01T21:26:56.3303194Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt'
2025-06-01T21:26:56.3339212Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags'
2025-06-01T21:26:56.3372102Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc'
2025-06-01T21:26:56.3423240Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog'
2025-06-01T21:26:56.3471613Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest'
2025-06-01T21:26:56.3508815Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json'
2025-06-01T21:26:56.3542755Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs'
2025-06-01T21:26:56.3581442Z Entering 'third_party/kineto/libkineto/third_party/fmt'
2025-06-01T21:26:56.3619559Z Entering 'third_party/kineto/libkineto/third_party/googletest'
2025-06-01T21:26:56.3656968Z Entering 'third_party/kleidiai'
2025-06-01T21:26:56.3692704Z Entering 'third_party/mimalloc'
2025-06-01T21:26:56.3735092Z Entering 'third_party/nlohmann'
2025-06-01T21:26:56.3778122Z Entering 'third_party/onnx'
2025-06-01T21:26:56.3830668Z Entering 'third_party/onnx/third_party/pybind11'
2025-06-01T21:26:56.3876349Z Entering 'third_party/opentelemetry-cpp'
2025-06-01T21:26:56.3912094Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark'
2025-06-01T21:26:56.3945743Z Entering 'third_party/opentelemetry-cpp/third_party/googletest'
2025-06-01T21:26:56.3978768Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl'
2025-06-01T21:26:56.4010867Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json'
2025-06-01T21:26:56.4047220Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto'
2025-06-01T21:26:56.4085638Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp'
2025-06-01T21:26:56.4122503Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp'
2025-06-01T21:26:56.4154997Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb'
2025-06-01T21:26:56.4195538Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest'
2025-06-01T21:26:56.4233008Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg'
2025-06-01T21:26:56.4289991Z Entering 'third_party/pocketfft'
2025-06-01T21:26:56.4331805Z Entering 'third_party/protobuf'
2025-06-01T21:26:56.4378042Z Entering 'third_party/protobuf/third_party/benchmark'
2025-06-01T21:26:56.4411079Z Entering 'third_party/protobuf/third_party/googletest'
2025-06-01T21:26:56.4448469Z Entering 'third_party/psimd'
2025-06-01T21:26:56.4485089Z Entering 'third_party/pthreadpool'
2025-06-01T21:26:56.4523333Z Entering 'third_party/pybind11'
2025-06-01T21:26:56.4564343Z Entering 'third_party/python-peachpy'
2025-06-01T21:26:56.4606103Z Entering 'third_party/sleef'
2025-06-01T21:26:56.4644338Z Entering 'third_party/tensorpipe'
2025-06-01T21:26:56.4685482Z Entering 'third_party/tensorpipe/third_party/googletest'
2025-06-01T21:26:56.4723780Z Entering 'third_party/tensorpipe/third_party/libnop'
2025-06-01T21:26:56.4761827Z Entering 'third_party/tensorpipe/third_party/libuv'
2025-06-01T21:26:56.4796603Z Entering 'third_party/tensorpipe/third_party/pybind11'
2025-06-01T21:26:56.4839090Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang'
2025-06-01T21:26:56.4899062Z ##[endgroup]
2025-06-01T21:26:56.4899778Z ##[group]Persisting credentials for submodules
2025-06-01T21:26:56.4905845Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'url\.https\:\/\/github\.com\/\.insteadOf' && git config --local --unset-all 'url.https://github.com/.insteadOf' || :"
2025-06-01T21:26:56.5183231Z Entering 'android/libs/fbjni'
2025-06-01T21:26:56.5215482Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5216114Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5251000Z Entering 'third_party/FP16'
2025-06-01T21:26:56.5274086Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5274724Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5307228Z Entering 'third_party/FXdiv'
2025-06-01T21:26:56.5335474Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5336130Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5364658Z Entering 'third_party/NNPACK'
2025-06-01T21:26:56.5387259Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5387901Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5417408Z Entering 'third_party/NVTX'
2025-06-01T21:26:56.5441218Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5441873Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5479530Z Entering 'third_party/VulkanMemoryAllocator'
2025-06-01T21:26:56.5502398Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5503043Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5531798Z Entering 'third_party/XNNPACK'
2025-06-01T21:26:56.5553587Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5554250Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5596625Z Entering 'third_party/benchmark'
2025-06-01T21:26:56.5622714Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5623431Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5667062Z Entering 'third_party/composable_kernel'
2025-06-01T21:26:56.5693035Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5693689Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5729954Z Entering 'third_party/cpp-httplib'
2025-06-01T21:26:56.5757559Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5758225Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5790161Z Entering 'third_party/cpuinfo'
2025-06-01T21:26:56.5816022Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5816727Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5849893Z Entering 'third_party/cudnn_frontend'
2025-06-01T21:26:56.5874470Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5875175Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5909461Z Entering 'third_party/cutlass'
2025-06-01T21:26:56.5930644Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5931329Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5966804Z Entering 'third_party/eigen'
2025-06-01T21:26:56.5989493Z url.https://github.com/.insteadof
2025-06-01T21:26:56.5990127Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6022585Z Entering 'third_party/fbgemm'
2025-06-01T21:26:56.6051633Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6052266Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6083210Z Entering 'third_party/fbgemm/external/asmjit'
2025-06-01T21:26:56.6108782Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6109467Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6139289Z Entering 'third_party/fbgemm/external/composable_kernel'
2025-06-01T21:26:56.6157969Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6158533Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6191798Z Entering 'third_party/fbgemm/external/cpuinfo'
2025-06-01T21:26:56.6216924Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6217434Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6253654Z Entering 'third_party/fbgemm/external/cutlass'
2025-06-01T21:26:56.6275328Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6276008Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6317061Z Entering 'third_party/fbgemm/external/googletest'
2025-06-01T21:26:56.6338497Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6339149Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6365883Z Entering 'third_party/fbgemm/external/hipify_torch'
2025-06-01T21:26:56.6385461Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6385992Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6412833Z Entering 'third_party/fbgemm/external/json'
2025-06-01T21:26:56.6438263Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6438791Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6471044Z Entering 'third_party/flash-attention'
2025-06-01T21:26:56.6495856Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6496358Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6528118Z Entering 'third_party/flash-attention/csrc/composable_kernel'
2025-06-01T21:26:56.6547557Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6548050Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6589205Z Entering 'third_party/flash-attention/csrc/cutlass'
2025-06-01T21:26:56.6609114Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6609757Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6652123Z Entering 'third_party/flatbuffers'
2025-06-01T21:26:56.6674129Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6674708Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6705010Z Entering 'third_party/fmt'
2025-06-01T21:26:56.6727302Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6727841Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6755299Z Entering 'third_party/gemmlowp/gemmlowp'
2025-06-01T21:26:56.6776771Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6778426Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6809805Z Entering 'third_party/gloo'
2025-06-01T21:26:56.6836089Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6836760Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6865352Z Entering 'third_party/googletest'
2025-06-01T21:26:56.6889933Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6890573Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6920208Z Entering 'third_party/ideep'
2025-06-01T21:26:56.6940588Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6941235Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6970175Z Entering 'third_party/ideep/mkl-dnn'
2025-06-01T21:26:56.6994266Z url.https://github.com/.insteadof
2025-06-01T21:26:56.6994914Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7050225Z Entering 'third_party/ittapi'
2025-06-01T21:26:56.7076793Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7077561Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7104845Z Entering 'third_party/kineto'
2025-06-01T21:26:56.7125314Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7125956Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7159669Z Entering 'third_party/kineto/libkineto/third_party/dynolog'
2025-06-01T21:26:56.7179241Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7179895Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7208914Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM'
2025-06-01T21:26:56.7229969Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7230614Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7260980Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr'
2025-06-01T21:26:56.7284607Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7285279Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7314240Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt'
2025-06-01T21:26:56.7333722Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7334373Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7364929Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags'
2025-06-01T21:26:56.7408586Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7409226Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7429437Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc'
2025-06-01T21:26:56.7461696Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7462348Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7501526Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog'
2025-06-01T21:26:56.7528419Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7529061Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7559765Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest'
2025-06-01T21:26:56.7581560Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7582194Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7618317Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json'
2025-06-01T21:26:56.7637159Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7637943Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7668824Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs'
2025-06-01T21:26:56.7692591Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7693238Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7726133Z Entering 'third_party/kineto/libkineto/third_party/fmt'
2025-06-01T21:26:56.7747093Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7747751Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7779276Z Entering 'third_party/kineto/libkineto/third_party/googletest'
2025-06-01T21:26:56.7804001Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7804654Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7836318Z Entering 'third_party/kleidiai'
2025-06-01T21:26:56.7858335Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7859429Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7894323Z Entering 'third_party/mimalloc'
2025-06-01T21:26:56.7913647Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7914603Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7950172Z Entering 'third_party/nlohmann'
2025-06-01T21:26:56.7977445Z url.https://github.com/.insteadof
2025-06-01T21:26:56.7978179Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8012440Z Entering 'third_party/onnx'
2025-06-01T21:26:56.8035242Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8035964Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8085102Z Entering 'third_party/onnx/third_party/pybind11'
2025-06-01T21:26:56.8110010Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8111255Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8144932Z Entering 'third_party/opentelemetry-cpp'
2025-06-01T21:26:56.8165858Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8166853Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8199316Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark'
2025-06-01T21:26:56.8222872Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8267347Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8268123Z Entering 'third_party/opentelemetry-cpp/third_party/googletest'
2025-06-01T21:26:56.8280461Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8281021Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8319696Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl'
2025-06-01T21:26:56.8344470Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8345045Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8372613Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json'
2025-06-01T21:26:56.8397224Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8397878Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8426414Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto'
2025-06-01T21:26:56.8445615Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8446147Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8473314Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp'
2025-06-01T21:26:56.8493441Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8493952Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8523728Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp'
2025-06-01T21:26:56.8543561Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8544058Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8572585Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb'
2025-06-01T21:26:56.8594905Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8595442Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8631575Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest'
2025-06-01T21:26:56.8655149Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8655675Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8687636Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg'
2025-06-01T21:26:56.8707638Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8708156Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8758681Z Entering 'third_party/pocketfft'
2025-06-01T21:26:56.8784889Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8785388Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8816796Z Entering 'third_party/protobuf'
2025-06-01T21:26:56.8836911Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8837515Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8871383Z Entering 'third_party/protobuf/third_party/benchmark'
2025-06-01T21:26:56.8894383Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8894893Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8930193Z Entering 'third_party/protobuf/third_party/googletest'
2025-06-01T21:26:56.8950880Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8951412Z url.https://github.com/.insteadof
2025-06-01T21:26:56.8986404Z Entering 'third_party/psimd'
2025-06-01T21:26:56.9009736Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9043732Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9044350Z Entering 'third_party/pthreadpool'
2025-06-01T21:26:56.9065741Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9066374Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9097767Z Entering 'third_party/pybind11'
2025-06-01T21:26:56.9117693Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9118330Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9149789Z Entering 'third_party/python-peachpy'
2025-06-01T21:26:56.9172774Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9175766Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9207143Z Entering 'third_party/sleef'
2025-06-01T21:26:56.9230417Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9231095Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9266349Z Entering 'third_party/tensorpipe'
2025-06-01T21:26:56.9286382Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9287049Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9317234Z Entering 'third_party/tensorpipe/third_party/googletest'
2025-06-01T21:26:56.9337662Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9338302Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9372491Z Entering 'third_party/tensorpipe/third_party/libnop'
2025-06-01T21:26:56.9399088Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9399747Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9426680Z Entering 'third_party/tensorpipe/third_party/libuv'
2025-06-01T21:26:56.9446026Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9446689Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9473732Z Entering 'third_party/tensorpipe/third_party/pybind11'
2025-06-01T21:26:56.9493775Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9494465Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9526457Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang'
2025-06-01T21:26:56.9547587Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9548223Z url.https://github.com/.insteadof
2025-06-01T21:26:56.9608515Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local 'http.https://github.com/.extraheader' 'AUTHORIZATION: basic ***' && git config --local --show-origin --name-only --get-regexp remote.origin.url"
2025-06-01T21:26:56.9857796Z Entering 'android/libs/fbjni'
2025-06-01T21:26:56.9895933Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/android/libs/fbjni/config	remote.origin.url
2025-06-01T21:26:56.9916324Z Entering 'third_party/FP16'
2025-06-01T21:26:56.9958797Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/FP16/config	remote.origin.url
2025-06-01T21:26:56.9981425Z Entering 'third_party/FXdiv'
2025-06-01T21:26:57.0026663Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/FXdiv/config	remote.origin.url
2025-06-01T21:26:57.0047584Z Entering 'third_party/NNPACK'
2025-06-01T21:26:57.0084407Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK/config	remote.origin.url
2025-06-01T21:26:57.0102362Z Entering 'third_party/NVTX'
2025-06-01T21:26:57.0139738Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/NVTX/config	remote.origin.url
2025-06-01T21:26:57.0163941Z Entering 'third_party/VulkanMemoryAllocator'
2025-06-01T21:26:57.0199318Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/VulkanMemoryAllocator/config	remote.origin.url
2025-06-01T21:26:57.0218201Z Entering 'third_party/XNNPACK'
2025-06-01T21:26:57.0251576Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/XNNPACK/config	remote.origin.url
2025-06-01T21:26:57.0285235Z Entering 'third_party/benchmark'
2025-06-01T21:26:57.0318223Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/benchmark/config	remote.origin.url
2025-06-01T21:26:57.0339067Z Entering 'third_party/composable_kernel'
2025-06-01T21:26:57.0373057Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/composable_kernel/config	remote.origin.url
2025-06-01T21:26:57.0396758Z Entering 'third_party/cpp-httplib'
2025-06-01T21:26:57.0436256Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/cpp-httplib/config	remote.origin.url
2025-06-01T21:26:57.0454785Z Entering 'third_party/cpuinfo'
2025-06-01T21:26:57.0491172Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/cpuinfo/config	remote.origin.url
2025-06-01T21:26:57.0511050Z Entering 'third_party/cudnn_frontend'
2025-06-01T21:26:57.0545854Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/cudnn_frontend/config	remote.origin.url
2025-06-01T21:26:57.0563679Z Entering 'third_party/cutlass'
2025-06-01T21:26:57.0594814Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/cutlass/config	remote.origin.url
2025-06-01T21:26:57.0620368Z Entering 'third_party/eigen'
2025-06-01T21:26:57.0656876Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/eigen/config	remote.origin.url
2025-06-01T21:26:57.0682958Z Entering 'third_party/fbgemm'
2025-06-01T21:26:57.0720665Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/config	remote.origin.url
2025-06-01T21:26:57.0739744Z Entering 'third_party/fbgemm/external/asmjit'
2025-06-01T21:26:57.0774807Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/asmjit/config	remote.origin.url
2025-06-01T21:26:57.0792567Z Entering 'third_party/fbgemm/external/composable_kernel'
2025-06-01T21:26:57.0829942Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/composable_kernel/config	remote.origin.url
2025-06-01T21:26:57.0859424Z Entering 'third_party/fbgemm/external/cpuinfo'
2025-06-01T21:26:57.0893227Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/cpuinfo/config	remote.origin.url
2025-06-01T21:26:57.0911305Z Entering 'third_party/fbgemm/external/cutlass'
2025-06-01T21:26:57.0948068Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/cutlass/config	remote.origin.url
2025-06-01T21:26:57.0973278Z Entering 'third_party/fbgemm/external/googletest'
2025-06-01T21:26:57.1009533Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/googletest/config	remote.origin.url
2025-06-01T21:26:57.1026088Z Entering 'third_party/fbgemm/external/hipify_torch'
2025-06-01T21:26:57.1057256Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/hipify_torch/config	remote.origin.url
2025-06-01T21:26:57.1073352Z Entering 'third_party/fbgemm/external/json'
2025-06-01T21:26:57.1107805Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/json/config	remote.origin.url
2025-06-01T21:26:57.1129332Z Entering 'third_party/flash-attention'
2025-06-01T21:26:57.1168400Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/config	remote.origin.url
2025-06-01T21:26:57.1186232Z Entering 'third_party/flash-attention/csrc/composable_kernel'
2025-06-01T21:26:57.1225734Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/modules/csrc/composable_kernel/config	remote.origin.url
2025-06-01T21:26:57.1248702Z Entering 'third_party/flash-attention/csrc/cutlass'
2025-06-01T21:26:57.1286684Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/modules/csrc/cutlass/config	remote.origin.url
2025-06-01T21:26:57.1313325Z Entering 'third_party/flatbuffers'
2025-06-01T21:26:57.1361819Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/flatbuffers/config	remote.origin.url
2025-06-01T21:26:57.1382732Z Entering 'third_party/fmt'
2025-06-01T21:26:57.1422135Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fmt/config	remote.origin.url
2025-06-01T21:26:57.1441249Z Entering 'third_party/gemmlowp/gemmlowp'
2025-06-01T21:26:57.1479193Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/gemmlowp/gemmlowp/config	remote.origin.url
2025-06-01T21:26:57.1499062Z Entering 'third_party/gloo'
2025-06-01T21:26:57.1538257Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/gloo/config	remote.origin.url
2025-06-01T21:26:57.1556705Z Entering 'third_party/googletest'
2025-06-01T21:26:57.1603717Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/googletest/config	remote.origin.url
2025-06-01T21:26:57.1622300Z Entering 'third_party/ideep'
2025-06-01T21:26:57.1658744Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/ideep/config	remote.origin.url
2025-06-01T21:26:57.1681705Z Entering 'third_party/ideep/mkl-dnn'
2025-06-01T21:26:57.1719592Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/ideep/modules/mkl-dnn/config	remote.origin.url
2025-06-01T21:26:57.1748137Z Entering 'third_party/ittapi'
2025-06-01T21:26:57.1784116Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/ittapi/config	remote.origin.url
2025-06-01T21:26:57.1802162Z Entering 'third_party/kineto'
2025-06-01T21:26:57.1841295Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/config	remote.origin.url
2025-06-01T21:26:57.1860036Z Entering 'third_party/kineto/libkineto/third_party/dynolog'
2025-06-01T21:26:57.1896783Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/config	remote.origin.url
2025-06-01T21:26:57.1913738Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM'
2025-06-01T21:26:57.1950965Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/DCGM/config	remote.origin.url
2025-06-01T21:26:57.1970505Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr'
2025-06-01T21:26:57.2007243Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/cpr/config	remote.origin.url
2025-06-01T21:26:57.2023621Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt'
2025-06-01T21:26:57.2055396Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/fmt/config	remote.origin.url
2025-06-01T21:26:57.2072048Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags'
2025-06-01T21:26:57.2112353Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/gflags/config	remote.origin.url
2025-06-01T21:26:57.2130617Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc'
2025-06-01T21:26:57.2169473Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/gflags/modules/doc/config	remote.origin.url
2025-06-01T21:26:57.2195708Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog'
2025-06-01T21:26:57.2232672Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/glog/config	remote.origin.url
2025-06-01T21:26:57.2250318Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest'
2025-06-01T21:26:57.2292457Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/googletest/config	remote.origin.url
2025-06-01T21:26:57.2311837Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json'
2025-06-01T21:26:57.2348407Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/json/config	remote.origin.url
2025-06-01T21:26:57.2368926Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs'
2025-06-01T21:26:57.2409260Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/pfs/config	remote.origin.url
2025-06-01T21:26:57.2435204Z Entering 'third_party/kineto/libkineto/third_party/fmt'
2025-06-01T21:26:57.2484899Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/fmt/config	remote.origin.url
2025-06-01T21:26:57.2501158Z Entering 'third_party/kineto/libkineto/third_party/googletest'
2025-06-01T21:26:57.2539503Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/googletest/config	remote.origin.url
2025-06-01T21:26:57.2562844Z Entering 'third_party/kleidiai'
2025-06-01T21:26:57.2599985Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kleidiai/config	remote.origin.url
2025-06-01T21:26:57.2620562Z Entering 'third_party/mimalloc'
2025-06-01T21:26:57.2659537Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/mimalloc/config	remote.origin.url
2025-06-01T21:26:57.2679049Z Entering 'third_party/nlohmann'
2025-06-01T21:26:57.2713756Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/nlohmann/config	remote.origin.url
2025-06-01T21:26:57.2731888Z Entering 'third_party/onnx'
2025-06-01T21:26:57.2765772Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/onnx/config	remote.origin.url
2025-06-01T21:26:57.2803095Z Entering 'third_party/onnx/third_party/pybind11'
2025-06-01T21:26:57.2837983Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/onnx/modules/third_party/pybind11/config	remote.origin.url
2025-06-01T21:26:57.2862331Z Entering 'third_party/opentelemetry-cpp'
2025-06-01T21:26:57.2901227Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/config	remote.origin.url
2025-06-01T21:26:57.2921425Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark'
2025-06-01T21:26:57.2958168Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/benchmark/config	remote.origin.url
2025-06-01T21:26:57.2976568Z Entering 'third_party/opentelemetry-cpp/third_party/googletest'
2025-06-01T21:26:57.3012825Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/googletest/config	remote.origin.url
2025-06-01T21:26:57.3037150Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl'
2025-06-01T21:26:57.3075681Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/ms-gsl/config	remote.origin.url
2025-06-01T21:26:57.3091982Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json'
2025-06-01T21:26:57.3127982Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/nlohmann-json/config	remote.origin.url
2025-06-01T21:26:57.3149849Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto'
2025-06-01T21:26:57.3185587Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/opentelemetry-proto/config	remote.origin.url
2025-06-01T21:26:57.3202489Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp'
2025-06-01T21:26:57.3233202Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/opentracing-cpp/config	remote.origin.url
2025-06-01T21:26:57.3249648Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp'
2025-06-01T21:26:57.3285996Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/prometheus-cpp/config	remote.origin.url
2025-06-01T21:26:57.3306099Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb'
2025-06-01T21:26:57.3342088Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/prometheus-cpp/modules/civetweb/config	remote.origin.url
2025-06-01T21:26:57.3360204Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest'
2025-06-01T21:26:57.3394380Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/prometheus-cpp/modules/googletest/config	remote.origin.url
2025-06-01T21:26:57.3417005Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg'
2025-06-01T21:26:57.3478362Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/tools/vcpkg/config	remote.origin.url
2025-06-01T21:26:57.3487896Z Entering 'third_party/pocketfft'
2025-06-01T21:26:57.3525390Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/pocketfft/config	remote.origin.url
2025-06-01T21:26:57.3548088Z Entering 'third_party/protobuf'
2025-06-01T21:26:57.3589809Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/protobuf/config	remote.origin.url
2025-06-01T21:26:57.3611967Z Entering 'third_party/protobuf/third_party/benchmark'
2025-06-01T21:26:57.3658295Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/protobuf/modules/third_party/benchmark/config	remote.origin.url
2025-06-01T21:26:57.3676920Z Entering 'third_party/protobuf/third_party/googletest'
2025-06-01T21:26:57.3708799Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/protobuf/modules/third_party/googletest/config	remote.origin.url
2025-06-01T21:26:57.3729107Z Entering 'third_party/psimd'
2025-06-01T21:26:57.3765578Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/psimd/config	remote.origin.url
2025-06-01T21:26:57.3789412Z Entering 'third_party/pthreadpool'
2025-06-01T21:26:57.3844301Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/pthreadpool/config	remote.origin.url
2025-06-01T21:26:57.3860186Z Entering 'third_party/pybind11'
2025-06-01T21:26:57.3899395Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/pybind11/config	remote.origin.url
2025-06-01T21:26:57.3921642Z Entering 'third_party/python-peachpy'
2025-06-01T21:26:57.3959571Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/python-peachpy/config	remote.origin.url
2025-06-01T21:26:57.3977684Z Entering 'third_party/sleef'
2025-06-01T21:26:57.4013356Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/sleef/config	remote.origin.url
2025-06-01T21:26:57.4032898Z Entering 'third_party/tensorpipe'
2025-06-01T21:26:57.4076692Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/config	remote.origin.url
2025-06-01T21:26:57.4098285Z Entering 'third_party/tensorpipe/third_party/googletest'
2025-06-01T21:26:57.4136155Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/googletest/config	remote.origin.url
2025-06-01T21:26:57.4154711Z Entering 'third_party/tensorpipe/third_party/libnop'
2025-06-01T21:26:57.4190401Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/libnop/config	remote.origin.url
2025-06-01T21:26:57.4209041Z Entering 'third_party/tensorpipe/third_party/libuv'
2025-06-01T21:26:57.4250517Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/libuv/config	remote.origin.url
2025-06-01T21:26:57.4273822Z Entering 'third_party/tensorpipe/third_party/pybind11'
2025-06-01T21:26:57.4318196Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/pybind11/config	remote.origin.url
2025-06-01T21:26:57.4335151Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang'
2025-06-01T21:26:57.4372042Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/pybind11/modules/tools/clang/config	remote.origin.url
2025-06-01T21:26:57.4640591Z [command]/usr/bin/git submodule foreach --recursive git config --local --add 'url.https://github.com/.insteadOf' 'git@github.com:'
2025-06-01T21:26:57.4896403Z Entering 'android/libs/fbjni'
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2025-06-01T21:26:57.4979147Z Entering 'third_party/FXdiv'
2025-06-01T21:26:57.5017160Z Entering 'third_party/NNPACK'
2025-06-01T21:26:57.5051496Z Entering 'third_party/NVTX'
2025-06-01T21:26:57.5087831Z Entering 'third_party/VulkanMemoryAllocator'
2025-06-01T21:26:57.5124909Z Entering 'third_party/XNNPACK'
2025-06-01T21:26:57.5174972Z Entering 'third_party/benchmark'
2025-06-01T21:26:57.5217821Z Entering 'third_party/composable_kernel'
2025-06-01T21:26:57.5258261Z Entering 'third_party/cpp-httplib'
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2025-06-01T21:26:57.5465468Z Entering 'third_party/fbgemm'
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2025-06-01T21:26:57.5718480Z Entering 'third_party/fbgemm/external/hipify_torch'
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2025-06-01T21:26:57.8060096Z [command]/usr/bin/git submodule foreach --recursive git config --local --add 'url.https://github.com/.insteadOf' 'org-21003710@github.com:'
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2025-06-01T21:26:58.0583881Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json'
2025-06-01T21:26:58.0626370Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto'
2025-06-01T21:26:58.0662359Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp'
2025-06-01T21:26:58.0700304Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp'
2025-06-01T21:26:58.0740499Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb'
2025-06-01T21:26:58.0780813Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest'
2025-06-01T21:26:58.0820834Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg'
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2025-06-01T21:26:58.1130252Z Entering 'third_party/pybind11'
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2025-06-01T21:26:58.1447772Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang'
2025-06-01T21:26:58.1506763Z ##[endgroup]
2025-06-01T21:26:58.1556197Z [command]/usr/bin/git log -1 --format=%H
2025-06-01T21:26:58.1597800Z f7c09f864a6c6467a7454f1431340d3338473fd1
2025-06-01T21:26:58.1900928Z Prepare all required actions
2025-06-01T21:26:58.1901822Z Getting action download info
2025-06-01T21:26:58.3702883Z ##[group]Run ./.github/actions/setup-rocm
2025-06-01T21:26:58.3703409Z env:
2025-06-01T21:26:58.3703759Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:58.3704178Z ##[endgroup]
2025-06-01T21:26:58.3745547Z ##[group]Run dpkg -l | grep -E "  rocm"
2025-06-01T21:26:58.3746146Z dpkg -l | grep -E "  rocm"
2025-06-01T21:26:58.3805949Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:26:58.3806589Z env:
2025-06-01T21:26:58.3806941Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:58.3807371Z ##[endgroup]
2025-06-01T21:26:58.4033183Z ii  rocm                                   6.2.1.60201-112~22.04                   amd64        Radeon Open Compute (ROCm) software stack meta package
2025-06-01T21:26:58.4034197Z ii  rocm-cmake                             0.13.0.60201-112~22.04                  amd64        rocm-cmake built using CMake
2025-06-01T21:26:58.4035225Z ii  rocm-core                              6.2.1.60201-112~22.04                   amd64        Radeon Open Compute (ROCm) Runtime software stack
2025-06-01T21:26:58.4036182Z ii  rocm-dbgapi                            0.76.0.60201-112~22.04                  amd64        Library to provide AMD GPU debugger API
2025-06-01T21:26:58.4037174Z ii  rocm-debug-agent                       2.0.3.60201-112~22.04                   amd64        Radeon Open Compute Debug Agent (ROCdebug-agent)
2025-06-01T21:26:58.4038323Z ii  rocm-developer-tools                   6.2.1.60201-112~22.04                   amd64        Radeon Open Compute (ROCm) Runtime software stack
2025-06-01T21:26:58.4039488Z ii  rocm-device-libs                       1.0.0.60201-112~22.04                   amd64        Radeon Open Compute - device libraries
2025-06-01T21:26:58.4040316Z ii  rocm-gdb                               14.2.60201-112~22.04                    amd64        ROCgdb
2025-06-01T21:26:58.4041698Z ii  rocm-hip-libraries                     6.2.1.60201-112~22.04                   amd64        Radeon Open Compute (ROCm) Runtime software stack
2025-06-01T21:26:58.4042734Z ii  rocm-hip-runtime                       6.2.1.60201-112~22.04                   amd64        Radeon Open Compute (ROCm) Runtime software stack
2025-06-01T21:26:58.4043804Z ii  rocm-hip-runtime-dev                   6.2.1.60201-112~22.04                   amd64        Radeon Open Compute (ROCm) Runtime software stack
2025-06-01T21:26:58.4044703Z ii  rocm-hip-sdk                           6.2.1.60201-112~22.04                   amd64        Radeon Open Compute (ROCm) Runtime software stack
2025-06-01T21:26:58.4045204Z ii  rocm-language-runtime                  6.2.1.60201-112~22.04                   amd64        Radeon Open Compute (ROCm) Runtime software stack
2025-06-01T21:26:58.4045669Z ii  rocm-llvm                              18.0.0.24355.60201-112~22.04            amd64        ROCm core compiler
2025-06-01T21:26:58.4046139Z ii  rocm-ml-libraries                      6.2.1.60201-112~22.04                   amd64        Radeon Open Compute (ROCm) Runtime software stack
2025-06-01T21:26:58.4046614Z ii  rocm-ml-sdk                            6.2.1.60201-112~22.04                   amd64        Radeon Open Compute (ROCm) Runtime software stack
2025-06-01T21:26:58.4047030Z ii  rocm-opencl                            2.0.0.60201-112~22.04                   amd64        clr built using CMake
2025-06-01T21:26:58.4047437Z ii  rocm-opencl-dev                        2.0.0.60201-112~22.04                   amd64        clr built using CMake
2025-06-01T21:26:58.4047916Z ii  rocm-opencl-icd-loader                 1.2.60201-112~22.04                     amd64        OpenCL-ICD-Loader built using CMake
2025-06-01T21:26:58.4048417Z ii  rocm-opencl-runtime                    6.2.1.60201-112~22.04                   amd64        Radeon Open Compute (ROCm) Runtime software stack
2025-06-01T21:26:58.4049186Z ii  rocm-opencl-sdk                        6.2.1.60201-112~22.04                   amd64        Radeon Open Compute (ROCm) Runtime software stack
2025-06-01T21:26:58.4049704Z ii  rocm-openmp-sdk                        6.2.1.60201-112~22.04                   amd64        Radeon Open Compute (ROCm) OpenMP Software development Kit.
2025-06-01T21:26:58.4050190Z ii  rocm-smi-lib                           7.3.0.60201-112~22.04                   amd64        AMD System Management libraries
2025-06-01T21:26:58.4050632Z ii  rocm-utils                             6.2.1.60201-112~22.04                   amd64        Radeon Open Compute (ROCm) Runtime software stack
2025-06-01T21:26:58.4051083Z ii  rocminfo                               1.0.0.60201-112~22.04                   amd64        Radeon Open Compute (ROCm) Runtime rocminfo tool
2025-06-01T21:26:58.4094444Z ##[group]Run # ignore expansion of "docker ps -q" since it could be empty
2025-06-01T21:26:58.4094834Z # ignore expansion of "docker ps -q" since it could be empty
2025-06-01T21:26:58.4095131Z # shellcheck disable=SC2046
2025-06-01T21:26:58.4095361Z docker stop $(docker ps -q) || true
2025-06-01T21:26:58.4095590Z # Prune all stopped containers.
2025-06-01T21:26:58.4095813Z docker container prune -f
2025-06-01T21:26:58.4126182Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:26:58.4126452Z env:
2025-06-01T21:26:58.4126603Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:58.4126780Z ##[endgroup]
2025-06-01T21:26:58.4467563Z "docker stop" requires at least 1 argument.
2025-06-01T21:26:58.4467896Z See 'docker stop --help'.
2025-06-01T21:26:58.4468063Z 
2025-06-01T21:26:58.4468216Z Usage:  docker stop [OPTIONS] CONTAINER [CONTAINER...]
2025-06-01T21:26:58.4468448Z 
2025-06-01T21:26:58.4468555Z Stop one or more running containers
2025-06-01T21:26:58.4618941Z Total reclaimed space: 0B
2025-06-01T21:26:58.4663829Z ##[group]Run cat /etc/os-release || true
2025-06-01T21:26:58.4664407Z cat /etc/os-release || true
2025-06-01T21:26:58.4664729Z cat /etc/apt/sources.list.d/rocm.list || true
2025-06-01T21:26:58.4665066Z cat /opt/rocm/.info/version || true
2025-06-01T21:26:58.4665336Z whoami
2025-06-01T21:26:58.4704136Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:26:58.4704634Z env:
2025-06-01T21:26:58.4704903Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:58.4705238Z ##[endgroup]
2025-06-01T21:26:58.4780450Z PRETTY_NAME="Ubuntu 22.04.3 LTS"
2025-06-01T21:26:58.4780768Z NAME="Ubuntu"
2025-06-01T21:26:58.4780978Z VERSION_ID="22.04"
2025-06-01T21:26:58.4781200Z VERSION="22.04.3 LTS (Jammy Jellyfish)"
2025-06-01T21:26:58.4781468Z VERSION_CODENAME=jammy
2025-06-01T21:26:58.4781674Z ID=ubuntu
2025-06-01T21:26:58.4781838Z ID_LIKE=debian
2025-06-01T21:26:58.4782051Z HOME_URL="https://www.ubuntu.com/"
2025-06-01T21:26:58.4782336Z SUPPORT_URL="https://help.ubuntu.com/"
2025-06-01T21:26:58.4782654Z BUG_REPORT_URL="https://bugs.launchpad.net/ubuntu/"
2025-06-01T21:26:58.4783128Z PRIVACY_POLICY_URL="https://www.ubuntu.com/legal/terms-and-policies/privacy-policy"
2025-06-01T21:26:58.4783543Z UBUNTU_CODENAME=jammy
2025-06-01T21:26:58.4789213Z deb [arch=amd64] https://repo.radeon.com/rocm/apt/6.2.1 jammy main
2025-06-01T21:26:58.4803664Z 6.2.1-112
2025-06-01T21:26:58.4815264Z pytorchci
2025-06-01T21:26:58.4834683Z ##[group]Run dpkg -l | grep -E "  amdgpu"
2025-06-01T21:26:58.4834949Z dpkg -l | grep -E "  amdgpu"
2025-06-01T21:26:58.4856696Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:26:58.4856978Z env:
2025-06-01T21:26:58.4857131Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:58.4857311Z ##[endgroup]
2025-06-01T21:26:58.5014270Z ii  amdgpu-core                            1:6.2.60201-2038383.22.04               all          Core meta package for unified amdgpu driver.
2025-06-01T21:26:58.5014787Z ii  amdgpu-dkms                            1:6.8.5.60201-2038383.22.04             all          amdgpu driver in DKMS format.
2025-06-01T21:26:58.5015585Z ii  amdgpu-dkms-firmware                   1:6.8.5.60201-2038383.22.04             all          firmware blobs used by amdgpu driver in DKMS format
2025-06-01T21:26:58.5016119Z ii  amdgpu-install                         6.2.60201-2038383.22.04                 all          AMDGPU driver repository and installer
2025-06-01T21:26:58.5040729Z ##[group]Run rocm-smi
2025-06-01T21:26:58.5040928Z rocm-smi
2025-06-01T21:26:58.5069691Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:26:58.5069951Z env:
2025-06-01T21:26:58.5070107Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:58.5070287Z ##[endgroup]
2025-06-01T21:26:58.5873037Z 
2025-06-01T21:26:58.5873201Z 
2025-06-01T21:26:58.5873756Z ========================================= ROCm System Management Interface =========================================
2025-06-01T21:26:58.5874544Z =================================================== Concise Info ===================================================
2025-06-01T21:26:58.5875403Z Device  Node  IDs              Temp    Power  Partitions          SCLK    MCLK     Fan  Perf  PwrCap  VRAM%  GPU%  
2025-06-01T21:26:58.5876844Z               (DID,     GUID)  (Edge)  (Avg)  (Mem, Compute, ID)                                                   
2025-06-01T21:26:58.5877630Z ====================================================================================================================
2025-06-01T21:26:58.5878625Z 0       2     0x740f,   12261  59.0°C  45.0W  N/A, N/A, 0         800Mhz  1600Mhz  0%   auto  300.0W  0%     0%    
2025-06-01T21:26:58.5879606Z 1       3     0x740f,   36740  53.0°C  43.0W  N/A, N/A, 0         800Mhz  1600Mhz  0%   auto  300.0W  0%     0%    
2025-06-01T21:26:58.5881252Z ====================================================================================================================
2025-06-01T21:26:58.5881836Z =============================================== End of ROCm SMI Log ================================================
2025-06-01T21:26:58.6017842Z ##[group]Run rocminfo
2025-06-01T21:26:58.6018280Z rocminfo
2025-06-01T21:26:58.6072465Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:26:58.6073088Z env:
2025-06-01T21:26:58.6073435Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:58.6073847Z ##[endgroup]
2025-06-01T21:26:58.6896759Z ROCk module version 6.8.5 is loaded
2025-06-01T21:26:58.6897383Z =====================    
2025-06-01T21:26:58.6897774Z HSA System Attributes    
2025-06-01T21:26:58.6898135Z =====================    
2025-06-01T21:26:58.6898486Z Runtime Version:         1.14
2025-06-01T21:26:58.6898937Z Runtime Ext Version:     1.6
2025-06-01T21:26:58.6899415Z System Timestamp Freq.:  1000.000000MHz
2025-06-01T21:26:58.6900197Z Sig. Max Wait Duration:  18446744073709551615 (0xFFFFFFFFFFFFFFFF) (timestamp count)
2025-06-01T21:26:58.6901089Z Machine Model:           LARGE                              
2025-06-01T21:26:58.6901697Z System Endianness:       LITTLE                             
2025-06-01T21:26:58.6902266Z Mwaitx:                  DISABLED
2025-06-01T21:26:58.6902663Z DMAbuf Support:          YES
2025-06-01T21:26:58.6902903Z 
2025-06-01T21:26:58.6903023Z ==========               
2025-06-01T21:26:58.6903351Z HSA Agents               
2025-06-01T21:26:58.6903672Z ==========               
2025-06-01T21:26:58.6903981Z *******                  
2025-06-01T21:26:58.6904285Z Agent 1                  
2025-06-01T21:26:58.6904597Z *******                  
2025-06-01T21:26:58.6904983Z   Name:                    AMD EPYC 7513 32-Core Processor    
2025-06-01T21:26:58.6905521Z   Uuid:                    CPU-XX                             
2025-06-01T21:26:58.6906147Z   Marketing Name:          AMD EPYC 7513 32-Core Processor    
2025-06-01T21:26:58.6906803Z   Vendor Name:             CPU                                
2025-06-01T21:26:58.6907429Z   Feature:                 None specified                     
2025-06-01T21:26:58.6907747Z   Profile:                 FULL_PROFILE                       
2025-06-01T21:26:58.6908301Z   Float Round Mode:        NEAR                               
2025-06-01T21:26:58.6908575Z   Max Queue Number:        0(0x0)                             
2025-06-01T21:26:58.6908842Z   Queue Min Size:          0(0x0)                             
2025-06-01T21:26:58.6909095Z   Queue Max Size:          0(0x0)                             
2025-06-01T21:26:58.6909358Z   Queue Type:              MULTI                              
2025-06-01T21:26:58.6909605Z   Node:                    0                                  
2025-06-01T21:26:58.6909850Z   Device Type:             CPU                                
2025-06-01T21:26:58.6910089Z   Cache Info:              
2025-06-01T21:26:58.6910280Z     L1:                      32768(0x8000) KB                   
2025-06-01T21:26:58.6910522Z   Chip ID:                 0(0x0)                             
2025-06-01T21:26:58.6910764Z   ASIC Revision:           0(0x0)                             
2025-06-01T21:26:58.6911040Z   Cacheline Size:          64(0x40)                           
2025-06-01T21:26:58.6911311Z   Max Clock Freq. (MHz):   2600                               
2025-06-01T21:26:58.6911565Z   BDFID:                   0                                  
2025-06-01T21:26:58.6911816Z   Internal Node ID:        0                                  
2025-06-01T21:26:58.6912074Z   Compute Unit:            32                                 
2025-06-01T21:26:58.6912329Z   SIMDs per CU:            0                                  
2025-06-01T21:26:58.6912583Z   Shader Engines:          0                                  
2025-06-01T21:26:58.6912863Z   Shader Arrs. per Eng.:   0                                  
2025-06-01T21:26:58.6913141Z   WatchPts on Addr. Ranges:1                                  
2025-06-01T21:26:58.6913402Z   Memory Properties:       
2025-06-01T21:26:58.6913600Z   Features:                None
2025-06-01T21:26:58.6913811Z   Pool Info:               
2025-06-01T21:26:58.6914240Z     Pool 1                   
2025-06-01T21:26:58.6914515Z       Segment:                 GLOBAL; FLAGS: FINE GRAINED        
2025-06-01T21:26:58.6914842Z       Size:                    65790800(0x3ebe350) KB             
2025-06-01T21:26:58.6915144Z       Allocatable:             TRUE                               
2025-06-01T21:26:58.6915460Z       Alloc Granule:           4KB                                
2025-06-01T21:26:58.6915753Z       Alloc Recommended Granule:4KB                                
2025-06-01T21:26:58.6916050Z       Alloc Alignment:         4KB                                
2025-06-01T21:26:58.6916331Z       Accessible by all:       TRUE                               
2025-06-01T21:26:58.6916565Z     Pool 2                   
2025-06-01T21:26:58.6916794Z       Segment:                 GLOBAL; FLAGS: KERNARG, FINE GRAINED
2025-06-01T21:26:58.6917042Z       Size:                    65790800(0x3ebe350) KB             
2025-06-01T21:26:58.6917392Z       Allocatable:             TRUE                               
2025-06-01T21:26:58.6917673Z       Alloc Granule:           4KB                                
2025-06-01T21:26:58.6917963Z       Alloc Recommended Granule:4KB                                
2025-06-01T21:26:58.6918258Z       Alloc Alignment:         4KB                                
2025-06-01T21:26:58.6918532Z       Accessible by all:       TRUE                               
2025-06-01T21:26:58.6918774Z     Pool 3                   
2025-06-01T21:26:58.6918980Z       Segment:                 GLOBAL; FLAGS: COARSE GRAINED      
2025-06-01T21:26:58.6919240Z       Size:                    65790800(0x3ebe350) KB             
2025-06-01T21:26:58.6919496Z       Allocatable:             TRUE                               
2025-06-01T21:26:58.6919769Z       Alloc Granule:           4KB                                
2025-06-01T21:26:58.6920056Z       Alloc Recommended Granule:4KB                                
2025-06-01T21:26:58.6920335Z       Alloc Alignment:         4KB                                
2025-06-01T21:26:58.6920747Z       Accessible by all:       TRUE                               
2025-06-01T21:26:58.6920985Z   ISA Info:                
2025-06-01T21:26:58.6921156Z *******                  
2025-06-01T21:26:58.6921314Z Agent 2                  
2025-06-01T21:26:58.6921475Z *******                  
2025-06-01T21:26:58.6921663Z   Name:                    AMD EPYC 7513 32-Core Processor    
2025-06-01T21:26:58.6921914Z   Uuid:                    CPU-XX                             
2025-06-01T21:26:58.6922183Z   Marketing Name:          AMD EPYC 7513 32-Core Processor    
2025-06-01T21:26:58.6922460Z   Vendor Name:             CPU                                
2025-06-01T21:26:58.6922728Z   Feature:                 None specified                     
2025-06-01T21:26:58.6922981Z   Profile:                 FULL_PROFILE                       
2025-06-01T21:26:58.6923248Z   Float Round Mode:        NEAR                               
2025-06-01T21:26:58.6923516Z   Max Queue Number:        0(0x0)                             
2025-06-01T21:26:58.6923803Z   Queue Min Size:          0(0x0)                             
2025-06-01T21:26:58.6924070Z   Queue Max Size:          0(0x0)                             
2025-06-01T21:26:58.6924323Z   Queue Type:              MULTI                              
2025-06-01T21:26:58.6924577Z   Node:                    1                                  
2025-06-01T21:26:58.6924831Z   Device Type:             CPU                                
2025-06-01T21:26:58.6925062Z   Cache Info:              
2025-06-01T21:26:58.6925242Z     L1:                      32768(0x8000) KB                   
2025-06-01T21:26:58.6925484Z   Chip ID:                 0(0x0)                             
2025-06-01T21:26:58.6925727Z   ASIC Revision:           0(0x0)                             
2025-06-01T21:26:58.6925989Z   Cacheline Size:          64(0x40)                           
2025-06-01T21:26:58.6926254Z   Max Clock Freq. (MHz):   2600                               
2025-06-01T21:26:58.6926625Z   BDFID:                   0                                  
2025-06-01T21:26:58.6926871Z   Internal Node ID:        1                                  
2025-06-01T21:26:58.6927126Z   Compute Unit:            32                                 
2025-06-01T21:26:58.6927379Z   SIMDs per CU:            0                                  
2025-06-01T21:26:58.6927628Z   Shader Engines:          0                                  
2025-06-01T21:26:58.6927901Z   Shader Arrs. per Eng.:   0                                  
2025-06-01T21:26:58.6928184Z   WatchPts on Addr. Ranges:1                                  
2025-06-01T21:26:58.6928418Z   Memory Properties:       
2025-06-01T21:26:58.6928594Z   Features:                None
2025-06-01T21:26:58.6928765Z   Pool Info:               
2025-06-01T21:26:58.6928932Z     Pool 1                   
2025-06-01T21:26:58.6929142Z       Segment:                 GLOBAL; FLAGS: FINE GRAINED        
2025-06-01T21:26:58.6929400Z       Size:                    66046484(0x3efca14) KB             
2025-06-01T21:26:58.6929663Z       Allocatable:             TRUE                               
2025-06-01T21:26:58.6929933Z       Alloc Granule:           4KB                                
2025-06-01T21:26:58.6930217Z       Alloc Recommended Granule:4KB                                
2025-06-01T21:26:58.6930499Z       Alloc Alignment:         4KB                                
2025-06-01T21:26:58.6930773Z       Accessible by all:       TRUE                               
2025-06-01T21:26:58.6931003Z     Pool 2                   
2025-06-01T21:26:58.6931219Z       Segment:                 GLOBAL; FLAGS: KERNARG, FINE GRAINED
2025-06-01T21:26:58.6931467Z       Size:                    66046484(0x3efca14) KB             
2025-06-01T21:26:58.6931720Z       Allocatable:             TRUE                               
2025-06-01T21:26:58.6931993Z       Alloc Granule:           4KB                                
2025-06-01T21:26:58.6932272Z       Alloc Recommended Granule:4KB                                
2025-06-01T21:26:58.6932665Z       Alloc Alignment:         4KB                                
2025-06-01T21:26:58.6932935Z       Accessible by all:       TRUE                               
2025-06-01T21:26:58.6933171Z     Pool 3                   
2025-06-01T21:26:58.6933376Z       Segment:                 GLOBAL; FLAGS: COARSE GRAINED      
2025-06-01T21:26:58.6933625Z       Size:                    66046484(0x3efca14) KB             
2025-06-01T21:26:58.6933877Z       Allocatable:             TRUE                               
2025-06-01T21:26:58.6934214Z       Alloc Granule:           4KB                                
2025-06-01T21:26:58.6934500Z       Alloc Recommended Granule:4KB                                
2025-06-01T21:26:58.6934798Z       Alloc Alignment:         4KB                                
2025-06-01T21:26:58.6935072Z       Accessible by all:       TRUE                               
2025-06-01T21:26:58.6935311Z   ISA Info:                
2025-06-01T21:26:58.6935482Z *******                  
2025-06-01T21:26:58.6935642Z Agent 3                  
2025-06-01T21:26:58.6935800Z *******                  
2025-06-01T21:26:58.6935982Z   Name:                    gfx90a                             
2025-06-01T21:26:58.6936233Z   Uuid:                    GPU-e7b1990c5f1ae792               
2025-06-01T21:26:58.6936494Z   Marketing Name:          AMD Instinct MI210                 
2025-06-01T21:26:58.6936760Z   Vendor Name:             AMD                                
2025-06-01T21:26:58.6937015Z   Feature:                 KERNEL_DISPATCH                    
2025-06-01T21:26:58.6937273Z   Profile:                 BASE_PROFILE                       
2025-06-01T21:26:58.6937534Z   Float Round Mode:        NEAR                               
2025-06-01T21:26:58.6937796Z   Max Queue Number:        128(0x80)                          
2025-06-01T21:26:58.6938057Z   Queue Min Size:          64(0x40)                           
2025-06-01T21:26:58.6938414Z   Queue Max Size:          131072(0x20000)                    
2025-06-01T21:26:58.6938675Z   Queue Type:              MULTI                              
2025-06-01T21:26:58.6938912Z   Node:                    2                                  
2025-06-01T21:26:58.6939160Z   Device Type:             GPU                                
2025-06-01T21:26:58.6939390Z   Cache Info:              
2025-06-01T21:26:58.6939573Z     L1:                      16(0x10) KB                        
2025-06-01T21:26:58.6939801Z     L2:                      8192(0x2000) KB                    
2025-06-01T21:26:58.6940028Z   Chip ID:                 29711(0x740f)                      
2025-06-01T21:26:58.6940286Z   ASIC Revision:           1(0x1)                             
2025-06-01T21:26:58.6940546Z   Cacheline Size:          64(0x40)                           
2025-06-01T21:26:58.6940813Z   Max Clock Freq. (MHz):   1700                               
2025-06-01T21:26:58.6941056Z   BDFID:                   768                                
2025-06-01T21:26:58.6941315Z   Internal Node ID:        2                                  
2025-06-01T21:26:58.6941577Z   Compute Unit:            104                                
2025-06-01T21:26:58.6941825Z   SIMDs per CU:            4                                  
2025-06-01T21:26:58.6942082Z   Shader Engines:          8                                  
2025-06-01T21:26:58.6942351Z   Shader Arrs. per Eng.:   1                                  
2025-06-01T21:26:58.6942628Z   WatchPts on Addr. Ranges:4                                  
2025-06-01T21:26:58.6942903Z   Coherent Host Access:    FALSE                              
2025-06-01T21:26:58.6943152Z   Memory Properties:       
2025-06-01T21:26:58.6943346Z   Features:                KERNEL_DISPATCH 
2025-06-01T21:26:58.6943590Z   Fast F16 Operation:      TRUE                               
2025-06-01T21:26:58.6943865Z   Wavefront Size:          64(0x40)                           
2025-06-01T21:26:58.6944132Z   Workgroup Max Size:      1024(0x400)                        
2025-06-01T21:26:58.6944511Z   Workgroup Max Size per Dimension:
2025-06-01T21:26:58.6944718Z     x                        1024(0x400)                        
2025-06-01T21:26:58.6944937Z     y                        1024(0x400)                        
2025-06-01T21:26:58.6945151Z     z                        1024(0x400)                        
2025-06-01T21:26:58.6945388Z   Max Waves Per CU:        32(0x20)                           
2025-06-01T21:26:58.6945655Z   Max Work-item Per CU:    2048(0x800)                        
2025-06-01T21:26:58.6945915Z   Grid Max Size:           4294967295(0xffffffff)             
2025-06-01T21:26:58.6946156Z   Grid Max Size per Dimension:
2025-06-01T21:26:58.6946342Z     x                        4294967295(0xffffffff)             
2025-06-01T21:26:58.6946570Z     y                        4294967295(0xffffffff)             
2025-06-01T21:26:58.6946785Z     z                        4294967295(0xffffffff)             
2025-06-01T21:26:58.6947045Z   Max fbarriers/Workgrp:   32                                 
2025-06-01T21:26:58.6951234Z   Packet Processor uCode:: 83                                 
2025-06-01T21:26:58.6951560Z   SDMA engine uCode::      8                                  
2025-06-01T21:26:58.6951847Z   IOMMU Support::          None                               
2025-06-01T21:26:58.6952087Z   Pool Info:               
2025-06-01T21:26:58.6952267Z     Pool 1                   
2025-06-01T21:26:58.6952485Z       Segment:                 GLOBAL; FLAGS: COARSE GRAINED      
2025-06-01T21:26:58.6952756Z       Size:                    67092480(0x3ffc000) KB             
2025-06-01T21:26:58.6953017Z       Allocatable:             TRUE                               
2025-06-01T21:26:58.6953278Z       Alloc Granule:           4KB                                
2025-06-01T21:26:58.6953566Z       Alloc Recommended Granule:2048KB                             
2025-06-01T21:26:58.6953850Z       Alloc Alignment:         4KB                                
2025-06-01T21:26:58.6954306Z       Accessible by all:       FALSE                              
2025-06-01T21:26:58.6954538Z     Pool 2                   
2025-06-01T21:26:58.6954760Z       Segment:                 GLOBAL; FLAGS: EXTENDED FINE GRAINED
2025-06-01T21:26:58.6955028Z       Size:                    67092480(0x3ffc000) KB             
2025-06-01T21:26:58.6955287Z       Allocatable:             TRUE                               
2025-06-01T21:26:58.6955570Z       Alloc Granule:           4KB                                
2025-06-01T21:26:58.6955854Z       Alloc Recommended Granule:2048KB                             
2025-06-01T21:26:58.6956143Z       Alloc Alignment:         4KB                                
2025-06-01T21:26:58.6956411Z       Accessible by all:       FALSE                              
2025-06-01T21:26:58.6956648Z     Pool 3                   
2025-06-01T21:26:58.6956854Z       Segment:                 GROUP                              
2025-06-01T21:26:58.6957092Z       Size:                    64(0x40) KB                        
2025-06-01T21:26:58.6957416Z       Allocatable:             FALSE                              
2025-06-01T21:26:58.6957681Z       Alloc Granule:           0KB                                
2025-06-01T21:26:58.6957959Z       Alloc Recommended Granule:0KB                                
2025-06-01T21:26:58.6958233Z       Alloc Alignment:         0KB                                
2025-06-01T21:26:58.6958517Z       Accessible by all:       FALSE                              
2025-06-01T21:26:58.6958755Z   ISA Info:                
2025-06-01T21:26:58.6958921Z     ISA 1                    
2025-06-01T21:26:58.6959145Z       Name:                    amdgcn-amd-amdhsa--gfx90a:sramecc+:xnack-
2025-06-01T21:26:58.6959436Z       Machine Models:          HSA_MACHINE_MODEL_LARGE            
2025-06-01T21:26:58.6959725Z       Profiles:                HSA_PROFILE_BASE                   
2025-06-01T21:26:58.6959997Z       Default Rounding Mode:   NEAR                               
2025-06-01T21:26:58.6960409Z       Default Rounding Mode:   NEAR                               
2025-06-01T21:26:58.6960681Z       Fast f16:                TRUE                               
2025-06-01T21:26:58.6960940Z       Workgroup Max Size:      1024(0x400)                        
2025-06-01T21:26:58.6961201Z       Workgroup Max Size per Dimension:
2025-06-01T21:26:58.6961434Z         x                        1024(0x400)                        
2025-06-01T21:26:58.6961666Z         y                        1024(0x400)                        
2025-06-01T21:26:58.6961884Z         z                        1024(0x400)                        
2025-06-01T21:26:58.6962133Z       Grid Max Size:           4294967295(0xffffffff)             
2025-06-01T21:26:58.6962370Z       Grid Max Size per Dimension:
2025-06-01T21:26:58.6962573Z         x                        4294967295(0xffffffff)             
2025-06-01T21:26:58.6962797Z         y                        4294967295(0xffffffff)             
2025-06-01T21:26:58.6963021Z         z                        4294967295(0xffffffff)             
2025-06-01T21:26:58.6963273Z       FBarrier Max Size:       32                                 
2025-06-01T21:26:58.6963500Z *******                  
2025-06-01T21:26:58.6963667Z Agent 4                  
2025-06-01T21:26:58.6963821Z *******                  
2025-06-01T21:26:58.6964009Z   Name:                    gfx90a                             
2025-06-01T21:26:58.6964258Z   Uuid:                    GPU-84708d87030d532c               
2025-06-01T21:26:58.6964520Z   Marketing Name:          AMD Instinct MI210                 
2025-06-01T21:26:58.6964796Z   Vendor Name:             AMD                                
2025-06-01T21:26:58.6965058Z   Feature:                 KERNEL_DISPATCH                    
2025-06-01T21:26:58.6965321Z   Profile:                 BASE_PROFILE                       
2025-06-01T21:26:58.6965580Z   Float Round Mode:        NEAR                               
2025-06-01T21:26:58.6965982Z   Max Queue Number:        128(0x80)                          
2025-06-01T21:26:58.6966244Z   Queue Min Size:          64(0x40)                           
2025-06-01T21:26:58.6966496Z   Queue Max Size:          131072(0x20000)                    
2025-06-01T21:26:58.6966757Z   Queue Type:              MULTI                              
2025-06-01T21:26:58.6966994Z   Node:                    3                                  
2025-06-01T21:26:58.6967240Z   Device Type:             GPU                                
2025-06-01T21:26:58.6967467Z   Cache Info:              
2025-06-01T21:26:58.6967658Z     L1:                      16(0x10) KB                        
2025-06-01T21:26:58.6967879Z     L2:                      8192(0x2000) KB                    
2025-06-01T21:26:58.6968115Z   Chip ID:                 29711(0x740f)                      
2025-06-01T21:26:58.6968371Z   ASIC Revision:           1(0x1)                             
2025-06-01T21:26:58.6968646Z   Cacheline Size:          64(0x40)                           
2025-06-01T21:26:58.6968922Z   Max Clock Freq. (MHz):   1700                               
2025-06-01T21:26:58.6969170Z   BDFID:                   33536                              
2025-06-01T21:26:58.6969422Z   Internal Node ID:        3                                  
2025-06-01T21:26:58.6969676Z   Compute Unit:            104                                
2025-06-01T21:26:58.6969928Z   SIMDs per CU:            4                                  
2025-06-01T21:26:58.6970226Z   Shader Engines:          8                                  
2025-06-01T21:26:58.6970497Z   Shader Arrs. per Eng.:   1                                  
2025-06-01T21:26:58.6970771Z   WatchPts on Addr. Ranges:4                                  
2025-06-01T21:26:58.6971061Z   Coherent Host Access:    FALSE                              
2025-06-01T21:26:58.6971309Z   Memory Properties:       
2025-06-01T21:26:58.6971499Z   Features:                KERNEL_DISPATCH 
2025-06-01T21:26:58.6971747Z   Fast F16 Operation:      TRUE                               
2025-06-01T21:26:58.6972119Z   Wavefront Size:          64(0x40)                           
2025-06-01T21:26:58.6972390Z   Workgroup Max Size:      1024(0x400)                        
2025-06-01T21:26:58.6972640Z   Workgroup Max Size per Dimension:
2025-06-01T21:26:58.6972846Z     x                        1024(0x400)                        
2025-06-01T21:26:58.6973065Z     y                        1024(0x400)                        
2025-06-01T21:26:58.6973274Z     z                        1024(0x400)                        
2025-06-01T21:26:58.6973511Z   Max Waves Per CU:        32(0x20)                           
2025-06-01T21:26:58.6973776Z   Max Work-item Per CU:    2048(0x800)                        
2025-06-01T21:26:58.6974040Z   Grid Max Size:           4294967295(0xffffffff)             
2025-06-01T21:26:58.6974280Z   Grid Max Size per Dimension:
2025-06-01T21:26:58.6974470Z     x                        4294967295(0xffffffff)             
2025-06-01T21:26:58.6974706Z     y                        4294967295(0xffffffff)             
2025-06-01T21:26:58.6974920Z     z                        4294967295(0xffffffff)             
2025-06-01T21:26:58.6975176Z   Max fbarriers/Workgrp:   32                                 
2025-06-01T21:26:58.6975468Z   Packet Processor uCode:: 83                                 
2025-06-01T21:26:58.6975749Z   SDMA engine uCode::      8                                  
2025-06-01T21:26:58.6976021Z   IOMMU Support::          None                               
2025-06-01T21:26:58.6976251Z   Pool Info:               
2025-06-01T21:26:58.6976425Z     Pool 1                   
2025-06-01T21:26:58.6976638Z       Segment:                 GLOBAL; FLAGS: COARSE GRAINED      
2025-06-01T21:26:58.6976905Z       Size:                    67092480(0x3ffc000) KB             
2025-06-01T21:26:58.6977167Z       Allocatable:             TRUE                               
2025-06-01T21:26:58.6977435Z       Alloc Granule:           4KB                                
2025-06-01T21:26:58.6977848Z       Alloc Recommended Granule:2048KB                             
2025-06-01T21:26:58.6978133Z       Alloc Alignment:         4KB                                
2025-06-01T21:26:58.6978408Z       Accessible by all:       FALSE                              
2025-06-01T21:26:58.6978649Z     Pool 2                   
2025-06-01T21:26:58.6978867Z       Segment:                 GLOBAL; FLAGS: EXTENDED FINE GRAINED
2025-06-01T21:26:58.6979122Z       Size:                    67092480(0x3ffc000) KB             
2025-06-01T21:26:58.6979374Z       Allocatable:             TRUE                               
2025-06-01T21:26:58.6979643Z       Alloc Granule:           4KB                                
2025-06-01T21:26:58.6979916Z       Alloc Recommended Granule:2048KB                             
2025-06-01T21:26:58.6980202Z       Alloc Alignment:         4KB                                
2025-06-01T21:26:58.6980478Z       Accessible by all:       FALSE                              
2025-06-01T21:26:58.6980732Z     Pool 3                   
2025-06-01T21:26:58.6980939Z       Segment:                 GROUP                              
2025-06-01T21:26:58.6981196Z       Size:                    64(0x40) KB                        
2025-06-01T21:26:58.6981453Z       Allocatable:             FALSE                              
2025-06-01T21:26:58.6981720Z       Alloc Granule:           0KB                                
2025-06-01T21:26:58.6982013Z       Alloc Recommended Granule:0KB                                
2025-06-01T21:26:58.6982287Z       Alloc Alignment:         0KB                                
2025-06-01T21:26:58.6982576Z       Accessible by all:       FALSE                              
2025-06-01T21:26:58.6982806Z   ISA Info:                
2025-06-01T21:26:58.6982971Z     ISA 1                    
2025-06-01T21:26:58.6983188Z       Name:                    amdgcn-amd-amdhsa--gfx90a:sramecc+:xnack-
2025-06-01T21:26:58.6983487Z       Machine Models:          HSA_MACHINE_MODEL_LARGE            
2025-06-01T21:26:58.6983885Z       Profiles:                HSA_PROFILE_BASE                   
2025-06-01T21:26:58.6984170Z       Default Rounding Mode:   NEAR                               
2025-06-01T21:26:58.6984459Z       Default Rounding Mode:   NEAR                               
2025-06-01T21:26:58.6984722Z       Fast f16:                TRUE                               
2025-06-01T21:26:58.6984986Z       Workgroup Max Size:      1024(0x400)                        
2025-06-01T21:26:58.6985234Z       Workgroup Max Size per Dimension:
2025-06-01T21:26:58.6985456Z         x                        1024(0x400)                        
2025-06-01T21:26:58.6985674Z         y                        1024(0x400)                        
2025-06-01T21:26:58.6985883Z         z                        1024(0x400)                        
2025-06-01T21:26:58.6986123Z       Grid Max Size:           4294967295(0xffffffff)             
2025-06-01T21:26:58.6986362Z       Grid Max Size per Dimension:
2025-06-01T21:26:58.6986569Z         x                        4294967295(0xffffffff)             
2025-06-01T21:26:58.6986793Z         y                        4294967295(0xffffffff)             
2025-06-01T21:26:58.6987025Z         z                        4294967295(0xffffffff)             
2025-06-01T21:26:58.6987279Z       FBarrier Max Size:       32                                 
2025-06-01T21:26:58.6987513Z *** Done ***             
2025-06-01T21:26:58.7084923Z ##[group]Run ngpu=$(rocminfo | grep -c -E 'Name:.*\sgfx')
2025-06-01T21:26:58.7085428Z ngpu=$(rocminfo | grep -c -E 'Name:.*\sgfx')
2025-06-01T21:26:58.7086079Z msg="Please file an issue on pytorch/pytorch reporting the faulty runner. Include a link to the runner logs so the runner can be identified"
2025-06-01T21:26:58.7086690Z if [[ $ngpu -eq 0 ]]; then
2025-06-01T21:26:58.7087015Z     echo "Error: Failed to detect any GPUs on the runner"
2025-06-01T21:26:58.7087581Z     echo "$msg"
2025-06-01T21:26:58.7087804Z     exit 1
2025-06-01T21:26:58.7087990Z fi
2025-06-01T21:26:58.7088171Z if [[ $ngpu -eq 1 ]]; then
2025-06-01T21:26:58.7088566Z     echo "Error: only 1 GPU detected, at least 2 GPUs are needed for distributed jobs"
2025-06-01T21:26:58.7088960Z     echo "$msg"
2025-06-01T21:26:58.7089175Z     exit 1
2025-06-01T21:26:58.7089356Z fi
2025-06-01T21:26:58.7141477Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:26:58.7142102Z env:
2025-06-01T21:26:58.7142458Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:58.7142867Z ##[endgroup]
2025-06-01T21:26:58.8194386Z ##[group]Run pytorch/pytorch/.github/actions/diskspace-cleanup@main
2025-06-01T21:26:58.8195061Z with:
2025-06-01T21:26:58.8195419Z   diskspace-cutoff: 70
2025-06-01T21:26:58.8195791Z env:
2025-06-01T21:26:58.8196129Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:58.8196531Z ##[endgroup]
2025-06-01T21:26:58.8253652Z ##[group]Run set -ex
2025-06-01T21:26:58.8253933Z set -ex
2025-06-01T21:26:58.8254141Z diskspace_cutoff=70
2025-06-01T21:26:58.8254473Z docker_root_dir=$(docker info -f '{{.DockerRootDir}}')
2025-06-01T21:26:58.8254830Z if [ ! -d "$docker_root_dir" ]; then
2025-06-01T21:26:58.8255301Z     echo "Docker root directory ($docker_root_dir) does not exist. Skipping disk space check."
2025-06-01T21:26:58.8255737Z     exit 0
2025-06-01T21:26:58.8255931Z fi
2025-06-01T21:26:58.8256302Z diskspace=$(df -H --output=pcent ${docker_root_dir} | sed -n 2p | sed 's/%//' | sed 's/ //')
2025-06-01T21:26:58.8257085Z msg="Please file an issue on pytorch/pytorch reporting the faulty runner. Include a link to the runner logs so the runner can be identified"
2025-06-01T21:26:58.8257762Z if [[ "$diskspace" -ge "$diskspace_cutoff" ]] ; then
2025-06-01T21:26:58.8284794Z     docker system prune -af
2025-06-01T21:26:58.8286125Z     diskspace_new=$(df -H --output=pcent ${docker_root_dir} | sed -n 2p | sed 's/%//' | sed 's/ //')
2025-06-01T21:26:58.8287197Z     if [[ "$diskspace_new" -gt "$diskspace_cutoff" ]] ; then
2025-06-01T21:26:58.8288140Z         echo "Error: Available diskspace is less than $diskspace_cutoff percent. Not enough diskspace."
2025-06-01T21:26:58.8288966Z         echo "$msg"
2025-06-01T21:26:58.8289450Z         exit 1
2025-06-01T21:26:58.8289855Z     else
2025-06-01T21:26:58.8290317Z         difference=$((diskspace - diskspace_new))
2025-06-01T21:26:58.8290979Z         echo "Diskspace saved: $difference percent"
2025-06-01T21:26:58.8291532Z     fi
2025-06-01T21:26:58.8291870Z fi
2025-06-01T21:26:58.8341397Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:26:58.8342035Z env:
2025-06-01T21:26:58.8342384Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:58.8342808Z ##[endgroup]
2025-06-01T21:26:58.8419454Z + diskspace_cutoff=70
2025-06-01T21:26:58.8424820Z ++ docker info -f '{{.DockerRootDir}}'
2025-06-01T21:26:58.8894820Z + docker_root_dir=/home/pytorchci/.local/share/docker
2025-06-01T21:26:58.8895390Z + '[' '!' -d /home/pytorchci/.local/share/docker ']'
2025-06-01T21:26:58.8905363Z ++ df -H --output=pcent /home/pytorchci/.local/share/docker
2025-06-01T21:26:58.8906260Z ++ sed -n 2p
2025-06-01T21:26:58.8907984Z ++ sed s/%//
2025-06-01T21:26:58.8910526Z ++ sed 's/ //'
2025-06-01T21:26:58.8926271Z + diskspace=47
2025-06-01T21:26:58.8926809Z + msg='Please file an issue on pytorch/pytorch reporting the faulty runner. Include a link to the runner logs so the runner can be identified'
2025-06-01T21:26:58.8927396Z + [[ 47 -ge 70 ]]
2025-06-01T21:26:58.8970007Z ##[group]Run RUNNER_ARTIFACT_DIR="${RUNNER_TEMP}/artifacts"
2025-06-01T21:26:58.8970459Z RUNNER_ARTIFACT_DIR="${RUNNER_TEMP}/artifacts"
2025-06-01T21:26:58.8970798Z rm -rf "${RUNNER_ARTIFACT_DIR}"
2025-06-01T21:26:58.8971344Z mkdir -p "${RUNNER_ARTIFACT_DIR}"
2025-06-01T21:26:58.8971749Z echo "RUNNER_ARTIFACT_DIR=${RUNNER_ARTIFACT_DIR}" >> "${GITHUB_ENV}"
2025-06-01T21:26:58.8972119Z 
2025-06-01T21:26:58.8972372Z RUNNER_TEST_RESULTS_DIR="${RUNNER_TEMP}/test-results"
2025-06-01T21:26:58.8972734Z rm -rf "${RUNNER_TEST_RESULTS_DIR}"
2025-06-01T21:26:58.8973029Z mkdir -p "${RUNNER_TEST_RESULTS_DIR}"
2025-06-01T21:26:58.8973456Z echo "RUNNER_TEST_RESULTS_DIR=${RUNNER_TEST_RESULTS_DIR}" >> "${GITHUB_ENV}"
2025-06-01T21:26:58.8973923Z 
2025-06-01T21:26:58.8974288Z RUNNER_DOCS_DIR="${RUNNER_TEMP}/docs"
2025-06-01T21:26:58.8974805Z rm -rf "${RUNNER_DOCS_DIR}"
2025-06-01T21:26:58.8975275Z mkdir -p "${RUNNER_DOCS_DIR}"
2025-06-01T21:26:58.8975884Z echo "RUNNER_DOCS_DIR=${RUNNER_DOCS_DIR}" >> "${GITHUB_ENV}"
2025-06-01T21:26:58.9019322Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:26:58.9019841Z env:
2025-06-01T21:26:58.9020118Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:58.9020450Z ##[endgroup]
2025-06-01T21:26:58.9187457Z ##[group]Run env | grep '^GITHUB' >> "${RUNNER_TEMP}/github_env_${GITHUB_RUN_ID}"
2025-06-01T21:26:58.9187952Z env | grep '^GITHUB' >> "${RUNNER_TEMP}/github_env_${GITHUB_RUN_ID}"
2025-06-01T21:26:58.9188384Z env | grep '^CI' >> "${RUNNER_TEMP}/github_env_${GITHUB_RUN_ID}"
2025-06-01T21:26:58.9229210Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:26:58.9229849Z env:
2025-06-01T21:26:58.9230194Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:58.9230895Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:26:58.9231902Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:26:58.9232866Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:26:58.9233501Z ##[endgroup]
2025-06-01T21:26:58.9353331Z ##[group]Run # All GPUs are visible to the runner; visibility, if needed, will be set by run_test.py.
2025-06-01T21:26:58.9353970Z # All GPUs are visible to the runner; visibility, if needed, will be set by run_test.py.
2025-06-01T21:26:58.9354426Z # Add render group for container creation.
2025-06-01T21:26:58.9354801Z render_gid=`cat /etc/group | grep render | cut -d: -f3`
2025-06-01T21:26:58.9355232Z # Ensure GPU isolation if pod is part of kubernetes setup with DEVICE_FLAG.
2025-06-01T21:26:58.9355633Z if [ -f "/etc/podinfo/gha-render-devices" ]; then
2025-06-01T21:26:58.9355930Z   DEVICE_FLAG=$(cat /etc/podinfo/gha-render-devices)
2025-06-01T21:26:58.9356193Z else
2025-06-01T21:26:58.9356371Z   DEVICE_FLAG="--device /dev/dri"
2025-06-01T21:26:58.9356576Z fi
2025-06-01T21:26:58.9356920Z # The --group-add daemon and --group-add bin are needed in the Ubuntu 24.04 and Almalinux OSs respectively.
2025-06-01T21:26:58.9357519Z # This is due to the device files (/dev/kfd & /dev/dri) being owned by video group on bare metal.
2025-06-01T21:26:58.9358029Z # This video group ID maps to subgid 1 inside the docker image due to the /etc/subgid entries.
2025-06-01T21:26:58.9358544Z # The group name corresponding to group ID 1 can change depending on the OS, so both are necessary.
2025-06-01T21:26:58.9359543Z echo "GPU_FLAG=--device=/dev/mem --device=/dev/kfd $DEVICE_FLAG --group-add video --group-add $render_gid --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host" >> "${GITHUB_ENV}"
2025-06-01T21:26:58.9381589Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:26:58.9381844Z env:
2025-06-01T21:26:58.9381998Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:58.9382285Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:26:58.9382695Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:26:58.9383236Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:26:58.9383498Z ##[endgroup]
2025-06-01T21:26:58.9496700Z ##[group]Run aws-actions/configure-aws-credentials@ececac1a45f3b08a01d2dd070d28d111c5fe6722
2025-06-01T21:26:58.9497086Z with:
2025-06-01T21:26:58.9497340Z   role-to-assume: arn:aws:iam::308535385114:role/gha_workflow_s3_and_ecr_read_only
2025-06-01T21:26:58.9497647Z   aws-region: us-east-1
2025-06-01T21:26:58.9497850Z   role-duration-seconds: 18000
2025-06-01T21:26:58.9498052Z   audience: sts.amazonaws.com
2025-06-01T21:26:58.9498241Z env:
2025-06-01T21:26:58.9498392Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:58.9498680Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:26:58.9499093Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:26:58.9499474Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:26:58.9500185Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:26:58.9500778Z ##[endgroup]
2025-06-01T21:26:59.3686437Z Assuming role with OIDC
2025-06-01T21:26:59.7396003Z Authenticated as assumedRoleId AROAUPVRELQNLLCOPFEJR:GitHubActions
2025-06-01T21:26:59.8616255Z ##[group]Run aws-actions/amazon-ecr-login@062b18b96a7aff071d4dc91bc00c4c1a7945b076
2025-06-01T21:26:59.8617292Z with:
2025-06-01T21:26:59.8617756Z   mask-password: true
2025-06-01T21:26:59.8618287Z   registry-type: private
2025-06-01T21:26:59.8618821Z   skip-logout: false
2025-06-01T21:26:59.8619285Z env:
2025-06-01T21:26:59.8619677Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:26:59.8620379Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:26:59.8621445Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:26:59.8622415Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:26:59.8624081Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:26:59.8625581Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:26:59.8626117Z   AWS_REGION: us-east-1
2025-06-01T21:26:59.8627075Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:26:59.8627764Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:26:59.8637711Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:26:59.8638157Z ##[endgroup]
2025-06-01T21:27:00.3840598Z Logging into registry 308535385114.dkr.ecr.us-east-1.amazonaws.com
2025-06-01T21:27:01.0767716Z ##[group]Run pytorch/test-infra/.github/actions/calculate-docker-image@main
2025-06-01T21:27:01.0768705Z with:
2025-06-01T21:27:01.0770161Z   docker-image-name: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-a85c02a07ca524dc995fa2e27792683c056165b1
2025-06-01T21:27:01.0771348Z   docker-build-dir: .ci/docker
2025-06-01T21:27:01.0771641Z   docker-build-script: ./build.sh
2025-06-01T21:27:01.0771910Z   working-directory: .
2025-06-01T21:27:01.0772217Z   docker-registry: 308535385114.dkr.ecr.us-east-1.amazonaws.com
2025-06-01T21:27:01.0772562Z   force-push: false
2025-06-01T21:27:01.0772771Z env:
2025-06-01T21:27:01.0772959Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:27:01.0773321Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:27:01.0773843Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:27:01.0774352Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:27:01.0775218Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:27:01.0776221Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:27:01.0776476Z   AWS_REGION: us-east-1
2025-06-01T21:27:01.0776879Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:27:01.0777499Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:27:01.0787671Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:27:01.0788106Z ##[endgroup]
2025-06-01T21:27:01.0819923Z ##[group]Run set -ex
2025-06-01T21:27:01.0820435Z set -ex
2025-06-01T21:27:01.0820816Z 
2025-06-01T21:27:01.0821496Z # If the docker build directory or the build script doesn't exist, the action will
2025-06-01T21:27:01.0822617Z # gracefully return the docker image name as it is.  Pulling docker image in Linux
2025-06-01T21:27:01.0823600Z # job could then download the pre-built image as usual
2025-06-01T21:27:01.0824546Z if [[ ! -d "${DOCKER_BUILD_DIR}" ]] || [[ ! -f "${DOCKER_BUILD_DIR}/${DOCKER_BUILD_SCRIPT}" ]]; then
2025-06-01T21:27:01.0825413Z   echo "skip=true" >> "${GITHUB_OUTPUT}"
2025-06-01T21:27:01.0826185Z   echo "docker-image=${DOCKER_IMAGE_NAME}" >> "${GITHUB_OUTPUT}"
2025-06-01T21:27:01.0826872Z 
2025-06-01T21:27:01.0827478Z   echo "There is no Docker build script in ${REPO_NAME} repo, skipping..."
2025-06-01T21:27:01.0828231Z   exit 0
2025-06-01T21:27:01.0828595Z else
2025-06-01T21:27:01.0829038Z   echo "skip=false" >> "${GITHUB_OUTPUT}"
2025-06-01T21:27:01.0829583Z fi
2025-06-01T21:27:01.0829944Z 
2025-06-01T21:27:01.0830525Z if [[ "${DOCKER_IMAGE_NAME}" == *"${DOCKER_REGISTRY}/${REPO_NAME}"* ]]; then
2025-06-01T21:27:01.0831539Z   # The docker image name already includes the ECR prefix and tag, so we can just
2025-06-01T21:27:01.0832471Z   # use it as it is, but first let's extract the tag
2025-06-01T21:27:01.0833291Z   DOCKER_TAG=$(echo "${DOCKER_IMAGE_NAME}" | awk -F '[:,]' '{print $2}')
2025-06-01T21:27:01.0834146Z   echo "docker-tag=${DOCKER_TAG}" >> "${GITHUB_OUTPUT}"
2025-06-01T21:27:01.0834978Z   echo "docker-image=${DOCKER_IMAGE_NAME}" >> "${GITHUB_OUTPUT}"
2025-06-01T21:27:01.0835652Z else
2025-06-01T21:27:01.0836100Z   if [[ "${DOCKER_IMAGE_NAME}" == *:* ]]; then
2025-06-01T21:27:01.0836744Z     CUSTOM_TAG_PREFIX=${DOCKER_IMAGE_NAME#*:}
2025-06-01T21:27:01.0837570Z     DOCKER_IMAGE_NAME=${DOCKER_IMAGE_NAME%%:*}
2025-06-01T21:27:01.0871080Z   fi
2025-06-01T21:27:01.0871954Z   DOCKER_TAG=${CUSTOM_TAG_PREFIX:+${CUSTOM_TAG_PREFIX}-}$(git rev-parse HEAD:"${DOCKER_BUILD_DIR}")
2025-06-01T21:27:01.0873040Z   echo "docker-tag=${DOCKER_TAG}" >> "${GITHUB_OUTPUT}"
2025-06-01T21:27:01.0874639Z   echo "docker-image=${DOCKER_REGISTRY}/${REPO_NAME}/${DOCKER_IMAGE_NAME}:${DOCKER_TAG}" >> "${GITHUB_OUTPUT}"
2025-06-01T21:27:01.0875837Z   echo "custom-tag-prefix=${CUSTOM_TAG_PREFIX}" >> "${GITHUB_OUTPUT}"
2025-06-01T21:27:01.0876576Z fi
2025-06-01T21:27:01.0933333Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:27:01.0933682Z env:
2025-06-01T21:27:01.0933883Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:27:01.0934255Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:27:01.0934782Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:27:01.0935270Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:27:01.0936132Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:27:01.0936958Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:27:01.0937348Z   AWS_REGION: us-east-1
2025-06-01T21:27:01.0937866Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:27:01.0938475Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:27:01.0946165Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:27:01.0946859Z   REPO_NAME: pytorch
2025-06-01T21:27:01.0947797Z   DOCKER_IMAGE_NAME: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-a85c02a07ca524dc995fa2e27792683c056165b1
2025-06-01T21:27:01.0948805Z   DOCKER_BUILD_DIR: .ci/docker
2025-06-01T21:27:01.0949176Z   DOCKER_BUILD_SCRIPT: ./build.sh
2025-06-01T21:27:01.0949662Z   DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com
2025-06-01T21:27:01.0950171Z   CUSTOM_TAG_PREFIX: 
2025-06-01T21:27:01.0950480Z ##[endgroup]
2025-06-01T21:27:01.1018538Z + [[ ! -d .ci/docker ]]
2025-06-01T21:27:01.1019231Z + [[ ! -f .ci/docker/./build.sh ]]
2025-06-01T21:27:01.1019852Z + echo skip=false
2025-06-01T21:27:01.1021586Z + [[ 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-a85c02a07ca524dc995fa2e27792683c056165b1 == *\3\0\8\5\3\5\3\8\5\1\1\4\.\d\k\r\.\e\c\r\.\u\s\-\e\a\s\t\-\1\.\a\m\a\z\o\n\a\w\s\.\c\o\m\/\p\y\t\o\r\c\h* ]]
2025-06-01T21:27:01.1035340Z ++ echo 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-a85c02a07ca524dc995fa2e27792683c056165b1
2025-06-01T21:27:01.1036701Z ++ awk -F '[:,]' '{print $2}'
2025-06-01T21:27:01.1063332Z + DOCKER_TAG=pytorch-linux-jammy-rocm-n-py3-a85c02a07ca524dc995fa2e27792683c056165b1
2025-06-01T21:27:01.1064682Z + echo docker-tag=pytorch-linux-jammy-rocm-n-py3-a85c02a07ca524dc995fa2e27792683c056165b1
2025-06-01T21:27:01.1066463Z + echo docker-image=308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-a85c02a07ca524dc995fa2e27792683c056165b1
2025-06-01T21:27:01.1113832Z ##[group]Run set +e
2025-06-01T21:27:01.1114351Z set +e
2025-06-01T21:27:01.1114744Z set -x
2025-06-01T21:27:01.1115141Z 
2025-06-01T21:27:01.1115500Z login() {
2025-06-01T21:27:01.1116348Z   aws ecr get-login-password --region us-east-1 | docker login -u AWS --password-stdin "$1"
2025-06-01T21:27:01.1117239Z }
2025-06-01T21:27:01.1117760Z 
2025-06-01T21:27:01.1118112Z retry () {
2025-06-01T21:27:01.1118572Z   $*  || (sleep 1 && $*) || (sleep 2 && $*)
2025-06-01T21:27:01.1119115Z }
2025-06-01T21:27:01.1119493Z 
2025-06-01T21:27:01.1119890Z retry login "${DOCKER_REGISTRY}"
2025-06-01T21:27:01.1120411Z 
2025-06-01T21:27:01.1120782Z START_TIME=$(date +%s)
2025-06-01T21:27:01.1121299Z # Wait up to 120 minutes
2025-06-01T21:27:01.1121929Z while [[ $(( $(date +%s) - 7200 )) -lt $START_TIME ]]; do
2025-06-01T21:27:01.1122770Z   # Check if image already exists, if it does then skip building it
2025-06-01T21:27:01.1124056Z   if docker manifest inspect "${DOCKER_IMAGE}"; then
2025-06-01T21:27:01.1124775Z     exit 0
2025-06-01T21:27:01.1125244Z   fi
2025-06-01T21:27:01.1125671Z 
2025-06-01T21:27:01.1126444Z   # NB: This flag is used by Docker build workflow to push the image to ECR, so we can
2025-06-01T21:27:01.1127812Z   # use this to differentiate between the Docker build and regular build jobs. For the
2025-06-01T21:27:01.1129122Z   # latter, it will wait for the Docker images to become available before continuing
2025-06-01T21:27:01.1130172Z   if [ "${DOCKER_PUSH:-false}" == "true" ]; then
2025-06-01T21:27:01.1130945Z     # It's a Docker build job, let's build the image
2025-06-01T21:27:01.1131330Z     break
2025-06-01T21:27:01.1131561Z   else
2025-06-01T21:27:01.1131863Z     # It's a regular build job, wait for the image to become available
2025-06-01T21:27:01.1132226Z     sleep 300
2025-06-01T21:27:01.1132439Z   fi
2025-06-01T21:27:01.1132641Z done
2025-06-01T21:27:01.1132827Z 
2025-06-01T21:27:01.1133140Z # NB: This part requires a full checkout. Otherwise, the merge base will
2025-06-01T21:27:01.1133636Z # be empty.  The default action would be to continue rebuild the image
2025-06-01T21:27:01.1134291Z if [[ "$BASE_REVISION" = "$(git rev-parse HEAD)" ]]; then
2025-06-01T21:27:01.1134690Z   # if we're on the base branch then use the parent commit
2025-06-01T21:27:01.1135037Z   MERGE_BASE=$(git rev-parse HEAD~)
2025-06-01T21:27:01.1135314Z else
2025-06-01T21:27:01.1135595Z   # otherwise we're on a PR, so use the most recent base commit
2025-06-01T21:27:01.1136009Z   MERGE_BASE=$(git merge-base HEAD "$BASE_REVISION")
2025-06-01T21:27:01.1136366Z fi
2025-06-01T21:27:01.1136585Z 
2025-06-01T21:27:01.1136923Z if [[ -z "${MERGE_BASE}" ]]; then
2025-06-01T21:27:01.1137651Z   echo "rebuild=true" >> "${GITHUB_OUTPUT}"
2025-06-01T21:27:01.1138314Z 
2025-06-01T21:27:01.1139232Z   echo "Finding merge base only works with full checkout, please set fetch-depth to 0, continuing ..."
2025-06-01T21:27:01.1140193Z   exit 0
2025-06-01T21:27:01.1140576Z fi
2025-06-01T21:27:01.1140929Z 
2025-06-01T21:27:01.1141451Z if ! git rev-parse "${MERGE_BASE}:${DOCKER_BUILD_DIR}"; then
2025-06-01T21:27:01.1142636Z   echo "Directory '${DOCKER_BUILD_DIR}' not found in commit $MERGE_BASE, you should rebase onto a more recent commit"
2025-06-01T21:27:01.1143620Z   exit 1
2025-06-01T21:27:01.1144005Z fi
2025-06-01T21:27:01.1144356Z 
2025-06-01T21:27:01.1144967Z PREVIOUS_DOCKER_TAG=$(git rev-parse "${MERGE_BASE}:${DOCKER_BUILD_DIR}")
2025-06-01T21:27:01.1146081Z # If no image exists but the hash is the same as the previous hash then we should error out here
2025-06-01T21:27:01.1147093Z if [[ "${PREVIOUS_DOCKER_TAG}" == "${DOCKER_TAG}" ]]; then
2025-06-01T21:27:01.1148256Z   echo "WARNING: Something has gone wrong and the previous image isn't available for the merge-base of your branch"
2025-06-01T21:27:01.1149551Z   echo "         Will re-build docker image to store in local cache, TTS may be longer"
2025-06-01T21:27:01.1150312Z fi
2025-06-01T21:27:01.1150669Z 
2025-06-01T21:27:01.1151110Z echo "rebuild=true" >> "${GITHUB_OUTPUT}"
2025-06-01T21:27:01.1206615Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:27:01.1207424Z env:
2025-06-01T21:27:01.1207895Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:27:01.1208756Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:27:01.1209994Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:27:01.1211059Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:27:01.1212180Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:27:01.1212971Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:27:01.1213231Z   AWS_REGION: us-east-1
2025-06-01T21:27:01.1213571Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:27:01.1213947Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:27:01.1221674Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:27:01.1222150Z   DOCKER_BUILD_DIR: .ci/docker
2025-06-01T21:27:01.1222721Z   BASE_REVISION: f7c09f864a6c6467a7454f1431340d3338473fd1
2025-06-01T21:27:01.1224141Z   DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-a85c02a07ca524dc995fa2e27792683c056165b1
2025-06-01T21:27:01.1225761Z   DOCKER_TAG: pytorch-linux-jammy-rocm-n-py3-a85c02a07ca524dc995fa2e27792683c056165b1
2025-06-01T21:27:01.1226804Z   DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com
2025-06-01T21:27:01.1227470Z   DOCKER_PUSH: 
2025-06-01T21:27:01.1227865Z ##[endgroup]
2025-06-01T21:27:01.1301462Z + retry login 308535385114.dkr.ecr.us-east-1.amazonaws.com
2025-06-01T21:27:01.1302301Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com
2025-06-01T21:27:01.1305971Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com
2025-06-01T21:27:01.1306914Z + aws ecr get-login-password --region us-east-1
2025-06-01T21:27:02.6496855Z WARNING! Your password will be stored unencrypted in /home/pytorchci/.docker/config.json.
2025-06-01T21:27:02.6497974Z Configure a credential helper to remove this warning. See
2025-06-01T21:27:02.6498957Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store
2025-06-01T21:27:02.6499639Z 
2025-06-01T21:27:02.6542891Z Login Succeeded
2025-06-01T21:27:02.6575301Z ++ date +%s
2025-06-01T21:27:02.6590786Z + START_TIME=1748813222
2025-06-01T21:27:02.6596132Z ++ date +%s
2025-06-01T21:27:02.6610822Z + [[ 1748806022 -lt 1748813222 ]]
2025-06-01T21:27:02.6611608Z + docker manifest inspect 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-a85c02a07ca524dc995fa2e27792683c056165b1
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2025-06-01T21:27:04.0767911Z 			"mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip",
2025-06-01T21:27:04.0769080Z 			"size": 88290,
2025-06-01T21:27:04.0769916Z 			"digest": "sha256:ed0e0df7034c0ca795700f066e5947df25ece0a43a4b8e39a4a8fa7a0bcb48e6"
2025-06-01T21:27:04.0770843Z 		},
2025-06-01T21:27:04.0771220Z 		{
2025-06-01T21:27:04.0771862Z 			"mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip",
2025-06-01T21:27:04.0772589Z 			"size": 106,
2025-06-01T21:27:04.0773264Z 			"digest": "sha256:6123753bd658cbf51a81055dc055cbb45f5aed9baaffdac7dcff872625323e75"
2025-06-01T21:27:04.0774037Z 		},
2025-06-01T21:27:04.0774344Z 		{
2025-06-01T21:27:04.0774862Z 			"mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip",
2025-06-01T21:27:04.0775538Z 			"size": 1541,
2025-06-01T21:27:04.0776211Z 			"digest": "sha256:cbdb80e37c7c9f474f010c140cffd60365a96bf9c7344fcd8018558275189c8a"
2025-06-01T21:27:04.0776979Z 		},
2025-06-01T21:27:04.0777290Z 		{
2025-06-01T21:27:04.0777907Z 			"mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip",
2025-06-01T21:27:04.0778702Z 			"size": 701,
2025-06-01T21:27:04.0779520Z 			"digest": "sha256:4ca725007adbbd8cccabca4262819dfde5fcecd4d46cf9e5d32972b8f1314f98"
2025-06-01T21:27:04.0780453Z 		},
2025-06-01T21:27:04.0780784Z 		{
2025-06-01T21:27:04.0781294Z 			"mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip",
2025-06-01T21:27:04.0782272Z 			"size": 137,
2025-06-01T21:27:04.0782915Z 			"digest": "sha256:644141bfd10c28d29c1d1e5c654710820e5ce5f16897e3c49f5369ea6f50be84"
2025-06-01T21:27:04.0783673Z 		},
2025-06-01T21:27:04.0783984Z 		{
2025-06-01T21:27:04.0784501Z 			"mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip",
2025-06-01T21:27:04.0785169Z 			"size": 120,
2025-06-01T21:27:04.0785820Z 			"digest": "sha256:be0fe41f6045615df228753de463c94ccf48870d249374a2b8d2789bd6eb99f8"
2025-06-01T21:27:04.0786592Z 		},
2025-06-01T21:27:04.0786907Z 		{
2025-06-01T21:27:04.0787415Z 			"mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip",
2025-06-01T21:27:04.0788095Z 			"size": 5837129143,
2025-06-01T21:27:04.0788797Z 			"digest": "sha256:78d4afcaf55f75b9c557b771ec5428b93424211f77bf4569e11227cbca557138"
2025-06-01T21:27:04.0789563Z 		},
2025-06-01T21:27:04.0789871Z 		{
2025-06-01T21:27:04.0790389Z 			"mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip",
2025-06-01T21:27:04.0791078Z 			"size": 176,
2025-06-01T21:27:04.0791740Z 			"digest": "sha256:75dc131c7df5ede512bcb6dacd4c0485ff091ee046e25ec1e473595323548d99"
2025-06-01T21:27:04.0792514Z 		},
2025-06-01T21:27:04.0792821Z 		{
2025-06-01T21:27:04.0793334Z 			"mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip",
2025-06-01T21:27:04.0793997Z 			"size": 1896,
2025-06-01T21:27:04.0794661Z 			"digest": "sha256:ced016c8c9b0c6c5aac923c9dd813685630e890ccf426ba4b1839f2f14a2a285"
2025-06-01T21:27:04.0795427Z 		},
2025-06-01T21:27:04.0795737Z 		{
2025-06-01T21:27:04.0796254Z 			"mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip",
2025-06-01T21:27:04.0796934Z 			"size": 197493803,
2025-06-01T21:27:04.0797734Z 			"digest": "sha256:56f5b7a3340cd17223a3e8b4f55b22c15b0f03cd790c704f68fab13b8abc78d0"
2025-06-01T21:27:04.0798508Z 		},
2025-06-01T21:27:04.0798817Z 		{
2025-06-01T21:27:04.0799347Z 			"mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip",
2025-06-01T21:27:04.0800029Z 			"size": 304,
2025-06-01T21:27:04.0800683Z 			"digest": "sha256:a50f9b9c1a0abe43531800622d23917aca58d92adea5e5b2bb2af5c21963c848"
2025-06-01T21:27:04.0801460Z 		},
2025-06-01T21:27:04.0801782Z 		{
2025-06-01T21:27:04.0802309Z 			"mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip",
2025-06-01T21:27:04.0802993Z 			"size": 32,
2025-06-01T21:27:04.0803666Z 			"digest": "sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1"
2025-06-01T21:27:04.0804437Z 		},
2025-06-01T21:27:04.0804745Z 		{
2025-06-01T21:27:04.0805263Z 			"mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip",
2025-06-01T21:27:04.0806068Z 			"size": 108,
2025-06-01T21:27:04.0806835Z 			"digest": "sha256:75dda9e1472f4b7e874c3af217c22b7a1502c0f7957025b112d5b6e5571871b1"
2025-06-01T21:27:04.0808089Z 		},
2025-06-01T21:27:04.0808473Z 		{
2025-06-01T21:27:04.0809086Z 			"mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip",
2025-06-01T21:27:04.0809890Z 			"size": 54145699,
2025-06-01T21:27:04.0810710Z 			"digest": "sha256:7b3b1fcd21de13635c04357980ea7a67de26df5298fe74e821c281de39fceb27"
2025-06-01T21:27:04.0811616Z 		}
2025-06-01T21:27:04.0811982Z 	]
2025-06-01T21:27:04.0812333Z }
2025-06-01T21:27:04.0812673Z + exit 0
2025-06-01T21:27:04.0863077Z ##[group]Run set -eux
2025-06-01T21:27:04.0863559Z set -eux
2025-06-01T21:27:04.0865054Z aws secretsmanager get-secret-value --secret-id docker_hub_readonly_token | jq --raw-output '.SecretString' | jq -r .docker_hub_readonly_token | docker login --username pytorchbot --password-stdin
2025-06-01T21:27:04.0926410Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:27:04.0927090Z env:
2025-06-01T21:27:04.0927471Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:27:04.0928213Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:27:04.0929295Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:27:04.0930306Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:27:04.0932356Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:27:04.0933882Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:27:04.0934374Z   AWS_REGION: us-east-1
2025-06-01T21:27:04.0935059Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:27:04.0935727Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:27:04.0945504Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:27:04.0945961Z ##[endgroup]
2025-06-01T21:27:04.1040266Z + aws secretsmanager get-secret-value --secret-id docker_hub_readonly_token
2025-06-01T21:27:04.1041674Z + jq --raw-output .SecretString
2025-06-01T21:27:04.1043734Z + jq -r .docker_hub_readonly_token
2025-06-01T21:27:04.1045479Z + docker login --username pytorchbot --password-stdin
2025-06-01T21:27:04.8156796Z 
2025-06-01T21:27:04.8159738Z An error occurred (AccessDeniedException) when calling the GetSecretValue operation: User: arn:aws:sts::308535385114:assumed-role/gha_workflow_s3_and_ecr_read_only/GitHubActions is not authorized to perform: secretsmanager:GetSecretValue on resource: docker_hub_readonly_token because no identity-based policy allows the secretsmanager:GetSecretValue action
2025-06-01T21:27:04.8783774Z Error: Cannot perform an interactive login from a non TTY device
2025-06-01T21:27:04.8825534Z ##[error]Process completed with exit code 1.
2025-06-01T21:27:04.9070723Z ##[group]Run pytorch/test-infra/.github/actions/pull-docker-image@main
2025-06-01T21:27:04.9071499Z with:
2025-06-01T21:27:04.9072698Z   docker-image: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-a85c02a07ca524dc995fa2e27792683c056165b1
2025-06-01T21:27:04.9074193Z   docker-registry: 308535385114.dkr.ecr.us-east-1.amazonaws.com
2025-06-01T21:27:04.9074860Z env:
2025-06-01T21:27:04.9075233Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:27:04.9075950Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:27:04.9077030Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:27:04.9078208Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:27:04.9079947Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:27:04.9081459Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:27:04.9081944Z   AWS_REGION: us-east-1
2025-06-01T21:27:04.9082547Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:27:04.9083222Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:27:04.9093768Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:27:04.9094056Z ##[endgroup]
2025-06-01T21:27:04.9118799Z ##[group]Run set -x
2025-06-01T21:27:04.9119291Z set -x
2025-06-01T21:27:04.9119676Z set +e
2025-06-01T21:27:04.9120037Z 
2025-06-01T21:27:04.9120400Z login() {
2025-06-01T21:27:04.9121252Z   aws ecr get-login-password --region us-east-1 | docker login -u AWS --password-stdin "$1"
2025-06-01T21:27:04.9122148Z }
2025-06-01T21:27:04.9122511Z 
2025-06-01T21:27:04.9122868Z retry () {
2025-06-01T21:27:04.9123337Z   $*  || (sleep 1 && $*) || (sleep 2 && $*)
2025-06-01T21:27:04.9123898Z }
2025-06-01T21:27:04.9124268Z 
2025-06-01T21:27:04.9124675Z retry login "${DOCKER_REGISTRY}"
2025-06-01T21:27:04.9125205Z 
2025-06-01T21:27:04.9126077Z IMAGE_SIZE=$(docker manifest inspect "${DOCKER_IMAGE}" | jq '[.layers[].size, .config.size] | add / 1024 / 1024')
2025-06-01T21:27:04.9127401Z echo "Compressed size of image in MB: ${IMAGE_SIZE}"
2025-06-01T21:27:04.9128158Z 
2025-06-01T21:27:04.9128580Z set -e
2025-06-01T21:27:04.9129278Z # ignore output since only exit code is used for conditional
2025-06-01T21:27:04.9130786Z # only pull docker image if it's not available locally
2025-06-01T21:27:04.9131924Z if ! docker inspect --type=image "${DOCKER_IMAGE}" >/dev/null 2>/dev/null; then
2025-06-01T21:27:04.9132703Z   retry docker pull "${DOCKER_IMAGE}"
2025-06-01T21:27:04.9133049Z fi
2025-06-01T21:27:04.9184980Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:27:04.9185657Z env:
2025-06-01T21:27:04.9186049Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:27:04.9186769Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:27:04.9187796Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:27:04.9188748Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:27:04.9190427Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:27:04.9191962Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:27:04.9192434Z   AWS_REGION: us-east-1
2025-06-01T21:27:04.9192980Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:27:04.9193639Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:27:04.9203565Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:27:04.9205240Z   DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-a85c02a07ca524dc995fa2e27792683c056165b1
2025-06-01T21:27:04.9206869Z   DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com
2025-06-01T21:27:04.9207649Z ##[endgroup]
2025-06-01T21:27:04.9279831Z + set +e
2025-06-01T21:27:04.9280494Z + retry login 308535385114.dkr.ecr.us-east-1.amazonaws.com
2025-06-01T21:27:04.9281307Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com
2025-06-01T21:27:04.9288105Z + aws ecr get-login-password --region us-east-1
2025-06-01T21:27:04.9289290Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com
2025-06-01T21:27:06.4045476Z WARNING! Your password will be stored unencrypted in /home/pytorchci/.docker/config.json.
2025-06-01T21:27:06.4046617Z Configure a credential helper to remove this warning. See
2025-06-01T21:27:06.4047622Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store
2025-06-01T21:27:06.4048328Z 
2025-06-01T21:27:06.4049836Z Login Succeeded
2025-06-01T21:27:06.4091279Z ++ docker manifest inspect 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-a85c02a07ca524dc995fa2e27792683c056165b1
2025-06-01T21:27:06.4092977Z ++ jq '[.layers[].size, .config.size] | add / 1024 / 1024'
2025-06-01T21:27:07.8367196Z + IMAGE_SIZE=21729.121888160706
2025-06-01T21:27:07.8367746Z + echo 'Compressed size of image in MB: 21729.121888160706'
2025-06-01T21:27:07.8368254Z + set -e
2025-06-01T21:27:07.8369272Z + docker inspect --type=image 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-a85c02a07ca524dc995fa2e27792683c056165b1
2025-06-01T21:27:07.8370428Z Compressed size of image in MB: 21729.121888160706
2025-06-01T21:27:07.8651465Z Prepare all required actions
2025-06-01T21:27:07.8693091Z ##[group]Run ./.github/actions/get-workflow-job-id
2025-06-01T21:27:07.8693405Z with:
2025-06-01T21:27:07.8693848Z   github-token: ***
2025-06-01T21:27:07.8694064Z env:
2025-06-01T21:27:07.8694266Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:27:07.8694641Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:27:07.8695181Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:27:07.8695678Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:27:07.8696562Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:27:07.8697779Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:27:07.8698668Z   AWS_REGION: us-east-1
2025-06-01T21:27:07.8699163Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:27:07.8699669Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:27:07.8707354Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:27:07.8707800Z ##[endgroup]
2025-06-01T21:27:07.8735106Z ##[group]Run set -eux
2025-06-01T21:27:07.8735350Z set -eux
2025-06-01T21:27:07.8735741Z python3 .github/scripts/get_workflow_job_id.py "${GITHUB_RUN_ID}" "${RUNNER_NAME}"
2025-06-01T21:27:07.8790450Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:27:07.8791118Z env:
2025-06-01T21:27:07.8791505Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:27:07.8792221Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:27:07.8793290Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:27:07.8794241Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:27:07.8795938Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:27:07.8797744Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:27:07.8798328Z   AWS_REGION: us-east-1
2025-06-01T21:27:07.8798982Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:27:07.8799818Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:27:07.8810316Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:27:07.8810950Z   GITHUB_TOKEN: ***
2025-06-01T21:27:07.8811363Z ##[endgroup]
2025-06-01T21:27:07.8889648Z + python3 .github/scripts/get_workflow_job_id.py 15379340897 pytorch-rocm-hw-29
2025-06-01T21:27:08.4235688Z setting job-id=43268619021
2025-06-01T21:27:08.4236572Z setting job-name=linux-jammy-rocm-py3.10 / test (slow, 2, 2, linux.rocm.gpu.2, module:rocm)
2025-06-01T21:27:08.4482322Z Prepare all required actions
2025-06-01T21:27:08.4483034Z Getting action download info
2025-06-01T21:27:08.6423179Z Download action repository 'seemethere/download-artifact-s3@v4' (SHA:1da556a7aa0a088e3153970611f6c432d58e80e6)
2025-06-01T21:27:09.3820101Z Download action repository 'actions/download-artifact@v4' (SHA:d3f86a106a0bac45b974a628896c90dbdf5c8093)
2025-06-01T21:27:10.0008026Z ##[group]Run ./.github/actions/download-build-artifacts
2025-06-01T21:27:10.0008828Z with:
2025-06-01T21:27:10.0009420Z   name: linux-jammy-rocm-py3.10
2025-06-01T21:27:10.0010036Z   s3-bucket: gha-artifacts
2025-06-01T21:27:10.0010718Z env:
2025-06-01T21:27:10.0011230Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:27:10.0012063Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:27:10.0013164Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:27:10.0014455Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:27:10.0016006Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:27:10.0017328Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:27:10.0017890Z   AWS_REGION: us-east-1
2025-06-01T21:27:10.0018515Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:27:10.0019174Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:27:10.0027283Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:27:10.0027815Z ##[endgroup]
2025-06-01T21:27:10.0084175Z ##[group]Run seemethere/download-artifact-s3@v4
2025-06-01T21:27:10.0084808Z with:
2025-06-01T21:27:10.0085255Z   name: linux-jammy-rocm-py3.10
2025-06-01T21:27:10.0086550Z   s3-bucket: gha-artifacts
2025-06-01T21:27:10.0087059Z   region: us-east-1
2025-06-01T21:27:10.0114568Z env:
2025-06-01T21:27:10.0114980Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:27:10.0115659Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:27:10.0116484Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:27:10.0117232Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:27:10.0119044Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:27:10.0119837Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:27:10.0120089Z   AWS_REGION: us-east-1
2025-06-01T21:27:10.0120378Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:27:10.0120720Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:27:10.0126016Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:27:10.0126247Z ##[endgroup]
2025-06-01T21:27:10.4227849Z (node:393082) NOTE: We are formalizing our plans to enter AWS SDK for JavaScript (v2) into maintenance mode in 2023.
2025-06-01T21:27:10.4228781Z 
2025-06-01T21:27:10.4229176Z Please migrate your code to use AWS SDK for JavaScript (v3).
2025-06-01T21:27:10.4230143Z For more information, check the migration guide at https://a.co/7PzMCcy
2025-06-01T21:27:10.4231131Z (Use `node --trace-warnings ...` to show where the warning was created)
2025-06-01T21:27:10.7285555Z Found 1 objects with prefix pytorch/pytorch/15379340897/linux-jammy-rocm-py3.10/
2025-06-01T21:27:10.7286893Z Starting download (1/1): /home/pytorchci/actions-runner/_work/pytorch/pytorch/artifacts.zip
2025-06-01T21:28:02.8549440Z Finished download (1/1): /home/pytorchci/actions-runner/_work/pytorch/pytorch/artifacts.zip
2025-06-01T21:28:02.8566854Z Artifact download has finished successfully
2025-06-01T21:28:02.9061859Z ##[group]Run unzip -o artifacts.zip
2025-06-01T21:28:02.9062326Z unzip -o artifacts.zip
2025-06-01T21:28:02.9109344Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:28:02.9109875Z env:
2025-06-01T21:28:02.9110176Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:28:02.9111141Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:28:02.9111973Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:28:02.9112736Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:28:02.9114085Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:28:02.9115286Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:28:02.9115673Z   AWS_REGION: us-east-1
2025-06-01T21:28:02.9116148Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:28:02.9116678Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:28:02.9124430Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:28:02.9124785Z ##[endgroup]
2025-06-01T21:28:02.9229269Z Archive:  artifacts.zip
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2025-06-01T21:28:12.0693323Z   inflating: build/bin/IListRef_test  
2025-06-01T21:28:12.0794818Z   inflating: build/bin/List_test     
2025-06-01T21:28:12.0885551Z   inflating: build/bin/kernel_function_test  
2025-06-01T21:28:12.0998919Z   inflating: build/bin/kernel_function_legacy_test  
2025-06-01T21:28:12.1062862Z   inflating: build/bin/KernelFunction_test  
2025-06-01T21:28:12.1182263Z   inflating: build/bin/kernel_lambda_legacy_test  
2025-06-01T21:28:12.1279431Z   inflating: build/bin/kernel_lambda_test  
2025-06-01T21:28:12.1338086Z   inflating: build/bin/kernel_stackbased_test  
2025-06-01T21:28:12.1428520Z   inflating: build/bin/make_boxed_from_unboxed_functor_test  
2025-06-01T21:28:12.1478654Z   inflating: build/bin/CppSignature_test  
2025-06-01T21:28:12.1526756Z   inflating: build/bin/op_allowlist_test  
2025-06-01T21:28:12.1580596Z   inflating: build/bin/backend_fallback_test  
2025-06-01T21:28:12.1628872Z   inflating: build/bin/hip_complex_math_test  
2025-06-01T21:28:12.1693393Z   inflating: build/bin/inline_container_test  
2025-06-01T21:28:12.1985577Z   inflating: build/bin/op_registration_test  
2025-06-01T21:28:12.2037665Z   inflating: build/bin/hip_apply_test  
2025-06-01T21:28:12.2085789Z   inflating: build/bin/hip_complex_test  
2025-06-01T21:28:12.2133956Z   inflating: build/bin/hip_distributions_test  
2025-06-01T21:28:12.2182034Z   inflating: build/bin/hip_generator_test  
2025-06-01T21:28:12.2230726Z   inflating: build/bin/hip_half_test  
2025-06-01T21:28:12.2279282Z   inflating: build/bin/hip_integer_divider_test  
2025-06-01T21:28:12.2327316Z   inflating: build/bin/hip_optional_test  
2025-06-01T21:28:12.2375517Z   inflating: build/bin/hip_packedtensoraccessor_test  
2025-06-01T21:28:12.2423607Z   inflating: build/bin/hip_vectorized_test  
2025-06-01T21:28:12.2473361Z   inflating: build/bin/hip_dlconvertor_test  
2025-06-01T21:28:12.3475554Z   inflating: build/bin/test_jit      
2025-06-01T21:28:12.3568831Z   inflating: build/bin/test_nativert  
2025-06-01T21:28:12.4287990Z   inflating: build/bin/test_tensorexpr  
2025-06-01T21:28:12.4299492Z   inflating: build/bin/tutorial_tensorexpr  
2025-06-01T21:28:12.4352962Z   inflating: build/bin/test_dist_autograd  
2025-06-01T21:28:12.4418335Z   inflating: build/bin/test_cpp_rpc  
2025-06-01T21:28:12.4419682Z   inflating: build/bin/parallel_benchmark  
2025-06-01T21:28:12.5476111Z   inflating: build/bin/test_api      
2025-06-01T21:28:12.5540148Z   inflating: build/bin/test_mobile_nnc  
2025-06-01T21:28:12.5547983Z   inflating: build/bin/aot_model_compiler_test  
2025-06-01T21:28:12.5870346Z   inflating: build/bin/test_lazy     
2025-06-01T21:28:12.5870998Z    creating: .additional_ci_files/
2025-06-01T21:28:12.5979968Z   inflating: .additional_ci_files/test-times.json  
2025-06-01T21:28:12.6399660Z   inflating: .additional_ci_files/test-class-times.json  
2025-06-01T21:28:12.6444388Z ##[group]Run rm artifacts.zip
2025-06-01T21:28:12.6444664Z rm artifacts.zip
2025-06-01T21:28:12.6493435Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:28:12.6494230Z env:
2025-06-01T21:28:12.6494698Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:28:12.6495478Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:28:12.6496104Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:28:12.6496603Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:28:12.6497683Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:28:12.6498463Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:28:12.6498715Z   AWS_REGION: us-east-1
2025-06-01T21:28:12.6499020Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:28:12.6499449Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:28:12.6504490Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:28:12.6504750Z ##[endgroup]
2025-06-01T21:28:12.8303231Z ##[group]Run df -H
2025-06-01T21:28:12.8303691Z df -H
2025-06-01T21:28:12.8362849Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:28:12.8363536Z env:
2025-06-01T21:28:12.8363937Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:28:12.8364669Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:28:12.8365710Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:28:12.8366686Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:28:12.8368385Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:28:12.8370098Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:28:12.8370685Z   AWS_REGION: us-east-1
2025-06-01T21:28:12.8371365Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:28:12.8372156Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:28:12.8379188Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:28:12.8379424Z ##[endgroup]
2025-06-01T21:28:12.8469435Z Filesystem                         Size  Used Avail Use% Mounted on
2025-06-01T21:28:12.8470356Z tmpfs                               14G   18M   14G   1% /run
2025-06-01T21:28:12.8471152Z /dev/mapper/ubuntu--vg-ubuntu--lv  1.9T  827G  964G  47% /
2025-06-01T21:28:12.8472151Z tmpfs                               68G  8.2k   68G   1% /dev/shm
2025-06-01T21:28:12.8472905Z tmpfs                              5.3M     0  5.3M   0% /run/lock
2025-06-01T21:28:12.8473651Z /dev/sda2                          2.1G  335M  1.6G  18% /boot
2025-06-01T21:28:12.8474343Z /dev/sda1                          1.2G  6.4M  1.2G   1% /boot/efi
2025-06-01T21:28:12.8475033Z tmpfs                               14G   17k   14G   1% /run/user/1001
2025-06-01T21:28:12.8536629Z Prepare all required actions
2025-06-01T21:28:12.8537330Z Getting action download info
2025-06-01T21:28:13.0624013Z ##[group]Run ./.github/actions/download-td-artifacts
2025-06-01T21:28:13.0624627Z with:
2025-06-01T21:28:13.0624979Z env:
2025-06-01T21:28:13.0625353Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:28:13.0626090Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:28:13.0627133Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:28:13.0628107Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:28:13.0629796Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:28:13.0631318Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:28:13.0631810Z   AWS_REGION: us-east-1
2025-06-01T21:28:13.0632464Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:28:13.0633145Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:28:13.0643137Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:28:13.0643595Z ##[endgroup]
2025-06-01T21:28:13.0697032Z ##[group]Run seemethere/download-artifact-s3@v4
2025-06-01T21:28:13.0697625Z with:
2025-06-01T21:28:13.0697982Z   name: td_results
2025-06-01T21:28:13.0698435Z   s3-bucket: gha-artifacts
2025-06-01T21:28:13.0698903Z   region: us-east-1
2025-06-01T21:28:13.0699290Z env:
2025-06-01T21:28:13.0699664Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:28:13.0700371Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:28:13.0701410Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:28:13.0702374Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:28:13.0704087Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:28:13.0705631Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:28:13.0706136Z   AWS_REGION: us-east-1
2025-06-01T21:28:13.0706674Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:28:13.0707346Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:28:13.0717142Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:28:13.0717756Z ##[endgroup]
2025-06-01T21:28:13.4837817Z (node:393146) NOTE: We are formalizing our plans to enter AWS SDK for JavaScript (v2) into maintenance mode in 2023.
2025-06-01T21:28:13.4838736Z 
2025-06-01T21:28:13.4839080Z Please migrate your code to use AWS SDK for JavaScript (v3).
2025-06-01T21:28:13.4840002Z For more information, check the migration guide at https://a.co/7PzMCcy
2025-06-01T21:28:13.4840954Z (Use `node --trace-warnings ...` to show where the warning was created)
2025-06-01T21:28:13.7900894Z Found 1 objects with prefix pytorch/pytorch/15379340897/td_results/
2025-06-01T21:28:13.7902170Z Starting download (1/1): /home/pytorchci/actions-runner/_work/pytorch/pytorch/td_results.json
2025-06-01T21:28:14.2208148Z Finished download (1/1): /home/pytorchci/actions-runner/_work/pytorch/pytorch/td_results.json
2025-06-01T21:28:14.2220786Z Artifact download has finished successfully
2025-06-01T21:28:14.2757496Z ##[group]Run mkdir -p .additional_ci_files
2025-06-01T21:28:14.2758182Z mkdir -p .additional_ci_files
2025-06-01T21:28:14.2758938Z mv td_results.json .additional_ci_files/td_results.json || true
2025-06-01T21:28:14.2818439Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:28:14.2819067Z env:
2025-06-01T21:28:14.2819443Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:28:14.2820211Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:28:14.2821459Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:28:14.2822605Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:28:14.2824820Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:28:14.2826759Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:28:14.2827258Z   AWS_REGION: us-east-1
2025-06-01T21:28:14.2827832Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:28:14.2828501Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:28:14.2838457Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:28:14.2838933Z ##[endgroup]
2025-06-01T21:28:14.3022510Z ##[group]Run .github/scripts/parse_ref.py
2025-06-01T21:28:14.3023330Z .github/scripts/parse_ref.py
2025-06-01T21:28:14.3079911Z shell: /usr/bin/bash -e {0}
2025-06-01T21:28:14.3080420Z env:
2025-06-01T21:28:14.3080821Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:28:14.3081566Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:28:14.3082641Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:28:14.3083676Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:28:14.3085408Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:28:14.3086946Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:28:14.3087447Z   AWS_REGION: us-east-1
2025-06-01T21:28:14.3087998Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:28:14.3088840Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:28:14.3099386Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:28:14.3099807Z ##[endgroup]
2025-06-01T21:28:14.3521401Z Prepare all required actions
2025-06-01T21:28:14.3522130Z Getting action download info
2025-06-01T21:28:14.5426060Z ##[group]Run ./.github/actions/filter-test-configs
2025-06-01T21:28:14.5426660Z with:
2025-06-01T21:28:14.5427390Z   github-token: ***
2025-06-01T21:28:14.5428785Z   test-matrix: {"include": [{"config": "slow", "shard": 1, "num_shards": 2, "runner": "linux.rocm.gpu.2", "owners": ["module:rocm"]}, {"config": "slow", "shard": 2, "num_shards": 2, "runner": "linux.rocm.gpu.2", "owners": ["module:rocm"]}]}
2025-06-01T21:28:14.5430579Z   job-name: linux-jammy-rocm-py3.10 / test (slow, 2, 2, linux.rocm.gpu.2, module:rocm)
2025-06-01T21:28:14.5431410Z env:
2025-06-01T21:28:14.5431790Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:28:14.5432498Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:28:14.5433525Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:28:14.5434548Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:28:14.5436238Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:28:14.5437928Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:28:14.5438430Z   AWS_REGION: us-east-1
2025-06-01T21:28:14.5438939Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:28:14.5439609Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:28:14.5449752Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:28:14.5450177Z ##[endgroup]
2025-06-01T21:28:14.5512182Z ##[group]Run nick-fields/retry@v3.0.0
2025-06-01T21:28:14.5512724Z with:
2025-06-01T21:28:14.5513101Z   shell: bash
2025-06-01T21:28:14.5513496Z   timeout_minutes: 10
2025-06-01T21:28:14.5513921Z   max_attempts: 5
2025-06-01T21:28:14.5514351Z   retry_wait_seconds: 30
2025-06-01T21:28:14.5515732Z   command: set -eux
# PyYAML 6.0 doesn't work with MacOS x86 anymore
# This must run on Python-3.7 (AmazonLinux2) so can't use request=3.32.2
python3 -m pip install requests==2.27.1 pyyaml==6.0.1

2025-06-01T21:28:14.5517133Z   polling_interval_seconds: 1
2025-06-01T21:28:14.5517786Z   warning_on_retry: true
2025-06-01T21:28:14.5518221Z   continue_on_error: false
2025-06-01T21:28:14.5518661Z env:
2025-06-01T21:28:14.5519019Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:28:14.5520165Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:28:14.5521202Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:28:14.5522180Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:28:14.5523871Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:28:14.5525401Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:28:14.5525906Z   AWS_REGION: us-east-1
2025-06-01T21:28:14.5526459Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:28:14.5527141Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:28:14.5536965Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:28:14.5537641Z   GITHUB_TOKEN: ***
2025-06-01T21:28:14.5538063Z ##[endgroup]
2025-06-01T21:28:14.6231586Z + python3 -m pip install requests==2.27.1 pyyaml==6.0.1
2025-06-01T21:28:14.8690249Z Defaulting to user installation because normal site-packages is not writeable
2025-06-01T21:28:14.9435024Z Requirement already satisfied: requests==2.27.1 in /home/pytorchci/.local/lib/python3.10/site-packages (2.27.1)
2025-06-01T21:28:14.9438877Z Requirement already satisfied: pyyaml==6.0.1 in /home/pytorchci/.local/lib/python3.10/site-packages (6.0.1)
2025-06-01T21:28:14.9528067Z Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/lib/python3/dist-packages (from requests==2.27.1) (1.26.5)
2025-06-01T21:28:14.9533815Z Requirement already satisfied: certifi>=2017.4.17 in /usr/lib/python3/dist-packages (from requests==2.27.1) (2020.6.20)
2025-06-01T21:28:14.9542210Z Requirement already satisfied: charset-normalizer~=2.0.0 in /home/pytorchci/.local/lib/python3.10/site-packages (from requests==2.27.1) (2.0.12)
2025-06-01T21:28:14.9570593Z Requirement already satisfied: idna<4,>=2.5 in /usr/lib/python3/dist-packages (from requests==2.27.1) (3.3)
2025-06-01T21:28:15.6238868Z Command completed after 1 attempt(s).
2025-06-01T21:28:15.6368632Z ##[group]Run set -x
2025-06-01T21:28:15.6369105Z set -x
2025-06-01T21:28:15.6369498Z 
2025-06-01T21:28:15.6370179Z # Use relative path here as this could be checked out anywhere, not necessarily
2025-06-01T21:28:15.6371015Z # in runner workspace
2025-06-01T21:28:15.6371703Z python3 "${GITHUB_ACTION_PATH}/../../scripts/parse_ref.py"
2025-06-01T21:28:15.6425450Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:28:15.6426136Z env:
2025-06-01T21:28:15.6426529Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:28:15.6427286Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:28:15.6428342Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:28:15.6429329Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:28:15.6431022Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:28:15.6432558Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:28:15.6433062Z   AWS_REGION: us-east-1
2025-06-01T21:28:15.6433624Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:28:15.6434324Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:28:15.6444324Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:28:15.6444814Z ##[endgroup]
2025-06-01T21:28:15.6532353Z + python3 /home/pytorchci/actions-runner/_work/pytorch/pytorch/./.github/actions/filter-test-configs/../../scripts/parse_ref.py
2025-06-01T21:28:15.6768246Z ##[group]Run echo "Workflow: ${GITHUB_WORKFLOW}"
2025-06-01T21:28:15.6769034Z echo "Workflow: ${GITHUB_WORKFLOW}"
2025-06-01T21:28:15.6769738Z echo "Job name: ${JOB_NAME}"
2025-06-01T21:28:15.6770355Z 
2025-06-01T21:28:15.6771147Z # Use relative path here as this could be checked out anywhere, not necessarily
2025-06-01T21:28:15.6772154Z # in runner workspace
2025-06-01T21:28:15.6773552Z python3 "${GITHUB_ACTION_PATH}/../../scripts/filter_test_configs.py" \
2025-06-01T21:28:15.6774585Z   --workflow "${GITHUB_WORKFLOW}" \
2025-06-01T21:28:15.6775302Z   --job-name "${JOB_NAME}" \
2025-06-01T21:28:15.6776858Z   --test-matrix "{"include": [{"config": "slow", "shard": 1, "num_shards": 2, "runner": "linux.rocm.gpu.2", "owners": ["module:rocm"]}, {"config": "slow", "shard": 2, "num_shards": 2, "runner": "linux.rocm.gpu.2", "owners": ["module:rocm"]}]}" \
2025-06-01T21:28:15.6778429Z   --selected-test-configs "" \
2025-06-01T21:28:15.6779030Z   --pr-number "${PR_NUMBER}" \
2025-06-01T21:28:15.6779592Z   --tag "${TAG}" \
2025-06-01T21:28:15.6780125Z   --event-name "${EVENT_NAME}" \
2025-06-01T21:28:15.6780745Z   --schedule "${SCHEDULE}" \
2025-06-01T21:28:15.6781392Z   --branch "${HEAD_BRANCH}"
2025-06-01T21:28:15.6841347Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:28:15.6842047Z env:
2025-06-01T21:28:15.6842456Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:28:15.6843188Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:28:15.6844267Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:28:15.6845230Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:28:15.6847306Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:28:15.6848890Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:28:15.6849461Z   AWS_REGION: us-east-1
2025-06-01T21:28:15.6850112Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:28:15.6850905Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:28:15.6861434Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:28:15.6862130Z   GITHUB_TOKEN: ***
2025-06-01T21:28:15.6862874Z   JOB_NAME: linux-jammy-rocm-py3.10 / test (slow, 2, 2, linux.rocm.gpu.2, module:rocm)
2025-06-01T21:28:15.6863673Z   PR_NUMBER: 
2025-06-01T21:28:15.6864051Z   TAG: 
2025-06-01T21:28:15.6864404Z   EVENT_NAME: push
2025-06-01T21:28:15.6864807Z   SCHEDULE: 
2025-06-01T21:28:15.6865180Z   HEAD_BRANCH: 
2025-06-01T21:28:15.6865564Z ##[endgroup]
2025-06-01T21:28:15.6943806Z Workflow: slow
2025-06-01T21:28:15.6945128Z Job name: linux-jammy-rocm-py3.10 / test (slow, 2, 2, linux.rocm.gpu.2, module:rocm)
2025-06-01T21:28:16.3157791Z ##[group]Run echo "Filtered matrix:"
2025-06-01T21:28:16.3158436Z echo "Filtered matrix:"
2025-06-01T21:28:16.3159947Z echo "{"include": [{"config": "slow", "shard": 1, "num_shards": 2, "runner": "linux.rocm.gpu.2", "owners": ["module:rocm"]}, {"config": "slow", "shard": 2, "num_shards": 2, "runner": "linux.rocm.gpu.2", "owners": ["module:rocm"]}]}"
2025-06-01T21:28:16.3161412Z 
2025-06-01T21:28:16.3161780Z echo
2025-06-01T21:28:16.3162287Z echo "Is the current job unstable? False"
2025-06-01T21:28:16.3162857Z 
2025-06-01T21:28:16.3163214Z echo
2025-06-01T21:28:16.3163666Z echo "Is keep-going label set? False"
2025-06-01T21:28:16.3164218Z 
2025-06-01T21:28:16.3164570Z echo
2025-06-01T21:28:16.3164980Z echo "Renabled issues? "
2025-06-01T21:28:16.3215414Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:28:16.3215765Z env:
2025-06-01T21:28:16.3215972Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:28:16.3216361Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:28:16.3216902Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:28:16.3217445Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:28:16.3219079Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:28:16.3221221Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:28:16.3221714Z   AWS_REGION: us-east-1
2025-06-01T21:28:16.3222282Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:28:16.3222958Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:28:16.3232773Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:28:16.3233233Z ##[endgroup]
2025-06-01T21:28:16.3317988Z Filtered matrix:
2025-06-01T21:28:16.3319447Z {include: [{config: slow, shard: 1, num_shards: 2, runner: linux.rocm.gpu.2, owners: [module:rocm]}, {config: slow, shard: 2, num_shards: 2, runner: linux.rocm.gpu.2, owners: [module:rocm]}]}
2025-06-01T21:28:16.3320615Z 
2025-06-01T21:28:16.3320831Z Is the current job unstable? False
2025-06-01T21:28:16.3321188Z 
2025-06-01T21:28:16.3321492Z Is keep-going label set? False
2025-06-01T21:28:16.3321946Z 
2025-06-01T21:28:16.3322117Z Renabled issues? 
2025-06-01T21:28:16.3399228Z ##[group]Run echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}"
2025-06-01T21:28:16.3400254Z echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}"
2025-06-01T21:28:16.3459145Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-01T21:28:16.3459819Z env:
2025-06-01T21:28:16.3460218Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:28:16.3460956Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:28:16.3462014Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:28:16.3463126Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:28:16.3465162Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:28:16.3466808Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:28:16.3467383Z   AWS_REGION: us-east-1
2025-06-01T21:28:16.3467964Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:28:16.3468664Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:28:16.3478640Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:28:16.3479119Z   JOB_TIMEOUT: 300
2025-06-01T21:28:16.3479537Z ##[endgroup]
2025-06-01T21:28:16.3639286Z ##[group]Run set -x
2025-06-01T21:28:16.3639881Z set -x
2025-06-01T21:28:16.3640278Z 
2025-06-01T21:28:16.3640739Z if [[ $TEST_CONFIG == 'multigpu' ]]; then
2025-06-01T21:28:16.3641442Z   TEST_COMMAND=.ci/pytorch/multigpu-test.sh
2025-06-01T21:28:16.3642137Z elif [[ $BUILD_ENVIRONMENT == *onnx* ]]; then
2025-06-01T21:28:16.3642777Z   TEST_COMMAND=.ci/caffe2/test.sh
2025-06-01T21:28:16.3643317Z else
2025-06-01T21:28:16.3643782Z   TEST_COMMAND=.ci/pytorch/test.sh
2025-06-01T21:28:16.3644299Z fi
2025-06-01T21:28:16.3644649Z 
2025-06-01T21:28:16.3645232Z # detached container should get cleaned up by teardown_ec2_linux
2025-06-01T21:28:16.3646152Z # TODO: Stop building test binaries as part of the build phase
2025-06-01T21:28:16.3646979Z # Used for GPU_FLAG since that doesn't play nice
2025-06-01T21:28:16.3647691Z # shellcheck disable=SC2086,SC2090
2025-06-01T21:28:16.3648277Z container_name=$(docker run \
2025-06-01T21:28:16.3648842Z   ${GPU_FLAG:-} \
2025-06-01T21:28:16.3649463Z   -e BUILD_ENVIRONMENT \
2025-06-01T21:28:16.3650081Z   -e PR_NUMBER \
2025-06-01T21:28:16.3650671Z   -e GITHUB_ACTIONS \
2025-06-01T21:28:16.3651276Z   -e GITHUB_REPOSITORY \
2025-06-01T21:28:16.3651897Z   -e GITHUB_WORKFLOW \
2025-06-01T21:28:16.3652476Z   -e GITHUB_JOB \
2025-06-01T21:28:16.3653026Z   -e GITHUB_RUN_ID \
2025-06-01T21:28:16.3653589Z   -e GITHUB_RUN_NUMBER \
2025-06-01T21:28:16.3654192Z   -e GITHUB_RUN_ATTEMPT \
2025-06-01T21:28:16.3654794Z   -e JOB_ID \
2025-06-01T21:28:16.3655159Z   -e JOB_NAME \
2025-06-01T21:28:16.3655447Z   -e BRANCH \
2025-06-01T21:28:16.3655994Z   -e SHA1 \
2025-06-01T21:28:16.3656236Z   -e AWS_DEFAULT_REGION \
2025-06-01T21:28:16.3656512Z   -e IN_WHEEL_TEST \
2025-06-01T21:28:16.3656777Z   -e SHARD_NUMBER \
2025-06-01T21:28:16.3657024Z   -e TEST_CONFIG \
2025-06-01T21:28:16.3657281Z   -e NUM_TEST_SHARDS \
2025-06-01T21:28:16.3657548Z   -e REENABLED_ISSUES \
2025-06-01T21:28:16.3657831Z   -e CONTINUE_THROUGH_ERROR \
2025-06-01T21:28:16.3658122Z   -e VERBOSE_TEST_LOGS \
2025-06-01T21:28:16.3658391Z   -e TEST_SHOWLOCALS \
2025-06-01T21:28:16.3658655Z   -e NO_TEST_TIMEOUT \
2025-06-01T21:28:16.3658896Z   -e NO_TD \
2025-06-01T21:28:16.3659162Z   -e MAX_JOBS="$(nproc --ignore=2)" \
2025-06-01T21:28:16.3659502Z   -e PYTORCH_TEST_CUDA_MEM_LEAK_CHECK \
2025-06-01T21:28:16.3659836Z   -e PYTORCH_TEST_RERUN_DISABLED_TESTS \
2025-06-01T21:28:16.3660158Z   -e TESTS_TO_INCLUDE \
2025-06-01T21:28:16.3660430Z   -e DASHBOARD_TAG \
2025-06-01T21:28:16.3660771Z   --env-file="${RUNNER_TEMP}/github_env_${GITHUB_RUN_ID}" \
2025-06-01T21:28:16.3661151Z   --ulimit stack=10485760:83886080 \
2025-06-01T21:28:16.3661443Z   --ulimit core=0 \
2025-06-01T21:28:16.3661722Z   --security-opt seccomp=unconfined \
2025-06-01T21:28:16.3662027Z   --cap-add=SYS_PTRACE \
2025-06-01T21:28:16.3662293Z   --shm-size="8g" \
2025-06-01T21:28:16.3662529Z   --tty \
2025-06-01T21:28:16.3662738Z   --detach \
2025-06-01T21:28:16.3662985Z   --name="${container_name}" \
2025-06-01T21:28:16.3663269Z   --user jenkins \
2025-06-01T21:28:16.3663579Z   -v "${GITHUB_WORKSPACE}:/var/lib/jenkins/workspace" \
2025-06-01T21:28:16.3663940Z   -w /var/lib/jenkins/workspace \
2025-06-01T21:28:16.3664223Z   "${DOCKER_IMAGE}"
2025-06-01T21:28:16.3664464Z )
2025-06-01T21:28:16.3664690Z # save container name for later step
2025-06-01T21:28:16.3665241Z echo "CONTAINER_NAME=${container_name}" >> "$GITHUB_ENV"
2025-06-01T21:28:16.3666296Z # jenkins user does not have write permission to mounted workspace; work-around by copying within container to jenkins home
2025-06-01T21:28:16.3668225Z docker exec -t "${container_name}" sh -c "cd .. && cp -R workspace pytorch && cd pytorch && pip install dist/*.whl && ${TEST_COMMAND}"
2025-06-01T21:28:16.3717831Z shell: /usr/bin/bash -e {0}
2025-06-01T21:28:16.3718348Z env:
2025-06-01T21:28:16.3718738Z   GIT_DEFAULT_BRANCH: main
2025-06-01T21:28:16.3719496Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-01T21:28:16.3720544Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-01T21:28:16.3721548Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-01T21:28:16.3723263Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-01T21:28:16.3724809Z   AWS_DEFAULT_REGION: us-east-1
2025-06-01T21:28:16.3725308Z   AWS_REGION: us-east-1
2025-06-01T21:28:16.3725859Z   AWS_ACCESS_KEY_ID: ***
2025-06-01T21:28:16.3726538Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-01T21:28:16.3736372Z   AWS_SESSION_TOKEN: ***
2025-06-01T21:28:16.3736664Z   BUILD_ENVIRONMENT: linux-jammy-rocm-py3.10
2025-06-01T21:28:16.3736984Z   PR_NUMBER: 
2025-06-01T21:28:16.3737220Z   GITHUB_REPOSITORY: pytorch/pytorch
2025-06-01T21:28:16.3737509Z   GITHUB_WORKFLOW: slow
2025-06-01T21:28:16.3737737Z   GITHUB_JOB: test
2025-06-01T21:28:16.3737968Z   GITHUB_RUN_ID: 15379340897
2025-06-01T21:28:16.3738231Z   GITHUB_RUN_NUMBER: 13121
2025-06-01T21:28:16.3738480Z   GITHUB_RUN_ATTEMPT: 1
2025-06-01T21:28:16.3738716Z   JOB_ID: 43268619021
2025-06-01T21:28:16.3739088Z   JOB_NAME: linux-jammy-rocm-py3.10 / test (slow, 2, 2, linux.rocm.gpu.2, module:rocm)
2025-06-01T21:28:16.3739718Z   BRANCH: main
2025-06-01T21:28:16.3739957Z   SHA1: f7c09f864a6c6467a7454f1431340d3338473fd1
2025-06-01T21:28:16.3740267Z   CONTINUE_THROUGH_ERROR: False
2025-06-01T21:28:16.3740527Z   VERBOSE_TEST_LOGS: False
2025-06-01T21:28:16.3740767Z   TEST_SHOWLOCALS: False
2025-06-01T21:28:16.3740995Z   NO_TEST_TIMEOUT: False
2025-06-01T21:28:16.3741215Z   NO_TD: False
2025-06-01T21:28:16.3741417Z   TEST_CONFIG: slow
2025-06-01T21:28:16.3741629Z   SHARD_NUMBER: 2
2025-06-01T21:28:16.3741841Z   NUM_TEST_SHARDS: 2
2025-06-01T21:28:16.3742059Z   REENABLED_ISSUES: 
2025-06-01T21:28:16.3742689Z   DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-a85c02a07ca524dc995fa2e27792683c056165b1
2025-06-01T21:28:16.3743383Z   PYTORCH_TEST_CUDA_MEM_LEAK_CHECK: 0
2025-06-01T21:28:16.3743696Z   PYTORCH_TEST_RERUN_DISABLED_TESTS: 0
2025-06-01T21:28:16.3743973Z   TESTS_TO_INCLUDE: 
2025-06-01T21:28:16.3744188Z   DASHBOARD_TAG: 
2025-06-01T21:28:16.3744409Z ##[endgroup]
2025-06-01T21:28:16.3811162Z + [[ slow == \m\u\l\t\i\g\p\u ]]
2025-06-01T21:28:16.3811795Z + [[ linux-jammy-rocm-py3.10 == *onnx* ]]
2025-06-01T21:28:16.3812400Z + TEST_COMMAND=.ci/pytorch/test.sh
2025-06-01T21:28:16.3824812Z +++ nproc --ignore=2
2025-06-01T21:28:16.3854895Z ++ docker run --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host -e BUILD_ENVIRONMENT -e PR_NUMBER -e GITHUB_ACTIONS -e GITHUB_REPOSITORY -e GITHUB_WORKFLOW -e GITHUB_JOB -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e JOB_ID -e JOB_NAME -e BRANCH -e SHA1 -e AWS_DEFAULT_REGION -e IN_WHEEL_TEST -e SHARD_NUMBER -e TEST_CONFIG -e NUM_TEST_SHARDS -e REENABLED_ISSUES -e CONTINUE_THROUGH_ERROR -e VERBOSE_TEST_LOGS -e TEST_SHOWLOCALS -e NO_TEST_TIMEOUT -e NO_TD -e MAX_JOBS=62 -e PYTORCH_TEST_CUDA_MEM_LEAK_CHECK -e PYTORCH_TEST_RERUN_DISABLED_TESTS -e TESTS_TO_INCLUDE -e DASHBOARD_TAG --env-file=/home/pytorchci/actions-runner/_work/_temp/github_env_15379340897 --ulimit stack=10485760:83886080 --ulimit core=0 --security-opt seccomp=unconfined --cap-add=SYS_PTRACE --shm-size=8g --tty --detach --name= --user jenkins -v /home/pytorchci/actions-runner/_work/pytorch/pytorch:/var/lib/jenkins/workspace -w /var/lib/jenkins/workspace 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-a85c02a07ca524dc995fa2e27792683c056165b1
2025-06-01T21:28:19.8055622Z + container_name=f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-01T21:28:19.8056288Z + echo CONTAINER_NAME=f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-01T21:28:19.8057230Z + docker exec -t f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102 sh -c 'cd .. && cp -R workspace pytorch && cd pytorch && pip install dist/*.whl && .ci/pytorch/test.sh'
2025-06-01T21:28:42.6162164Z Processing ./dist/torch-2.8.0a0+gitf7c09f8-cp310-cp310-linux_x86_64.whl
2025-06-01T21:28:43.1516328Z Requirement already satisfied: filelock in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.8.0a0+gitf7c09f8) (3.16.1)
2025-06-01T21:28:43.1519308Z Requirement already satisfied: typing-extensions>=4.10.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.8.0a0+gitf7c09f8) (4.13.2)
2025-06-01T21:28:43.1523259Z Requirement already satisfied: sympy>=1.13.3 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.8.0a0+gitf7c09f8) (1.13.3)
2025-06-01T21:28:43.1527059Z Requirement already satisfied: networkx in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.8.0a0+gitf7c09f8) (2.8.8)
2025-06-01T21:28:43.1533377Z Requirement already satisfied: jinja2 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.8.0a0+gitf7c09f8) (3.1.6)
2025-06-01T21:28:43.1535417Z Requirement already satisfied: fsspec in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.8.0a0+gitf7c09f8) (2024.10.0)
2025-06-01T21:28:43.1545247Z Requirement already satisfied: mpmath<1.4,>=1.1.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from sympy>=1.13.3->torch==2.8.0a0+gitf7c09f8) (1.3.0)
2025-06-01T21:28:43.1860798Z Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from jinja2->torch==2.8.0a0+gitf7c09f8) (3.0.2)
2025-06-01T21:28:43.7206864Z Installing collected packages: torch
2025-06-01T21:28:53.2667767Z ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
2025-06-01T21:28:53.2669599Z timm 1.0.14 requires torchvision, which is not installed.
2025-06-01T21:28:53.2670513Z Successfully installed torch-2.8.0a0+gitf7c09f8
2025-06-01T21:28:53.3206378Z + export TERM=vt100
2025-06-01T21:28:53.3206870Z + TERM=vt100
2025-06-01T21:28:53.3215612Z ++ dirname .ci/pytorch/test.sh
2025-06-01T21:28:53.3240285Z + source .ci/pytorch/common.sh
2025-06-01T21:28:53.3250949Z +++ dirname .ci/pytorch/common.sh
2025-06-01T21:28:53.3268949Z ++ source .ci/pytorch/common_utils.sh
2025-06-01T21:28:53.3269907Z +++ declare -f -t trap_add
2025-06-01T21:28:53.3278103Z ++ set -ex -o pipefail
2025-06-01T21:28:53.3278734Z ++ [[ linux-jammy-rocm-py3.10 == *rocm* ]]
2025-06-01T21:28:53.3279309Z ++ unset HIP_PLATFORM
2025-06-01T21:28:53.3279800Z ++ export PYTORCH_TEST_WITH_ROCM=1
2025-06-01T21:28:53.3280336Z ++ PYTORCH_TEST_WITH_ROCM=1
2025-06-01T21:28:53.3280821Z ++ BUILD_TEST_LIBTORCH=0
2025-06-01T21:28:53.3281318Z + [[ linux-jammy-rocm-py3.10 != *rocm* ]]
2025-06-01T21:28:53.3281890Z + echo 'Environment variables:'
2025-06-01T21:28:53.3282375Z Environment variables:
2025-06-01T21:28:53.3282792Z + env
2025-06-01T21:28:53.3299932Z GITHUB_WORKSPACE=/home/pytorchci/actions-runner/_work/pytorch/pytorch
2025-06-01T21:28:53.3300480Z CONTINUE_THROUGH_ERROR=False
2025-06-01T21:28:53.3300780Z BUILD_ENVIRONMENT=linux-jammy-rocm-py3.10
2025-06-01T21:28:53.3301096Z HOSTNAME=pytorch-rocm-hw-29
2025-06-01T21:28:53.3302147Z GITHUB_PATH=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/add_path_5e7ae005-a540-4e96-9eea-30c100bdf3c0
2025-06-01T21:28:53.3302720Z GITHUB_ACTION=__self
2025-06-01T21:28:53.3302964Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=0
2025-06-01T21:28:53.3303239Z GITHUB_RUN_NUMBER=13121
2025-06-01T21:28:53.3303472Z TEST_CONFIG=slow
2025-06-01T21:28:53.3303694Z GITHUB_REPOSITORY_OWNER_ID=21003710
2025-06-01T21:28:53.3303977Z AWS_DEFAULT_REGION=us-east-1
2025-06-01T21:28:53.3304250Z GITHUB_TRIGGERING_ACTOR=pytorchmergebot
2025-06-01T21:28:53.3304540Z GITHUB_REF_TYPE=branch
2025-06-01T21:28:53.3309727Z ***
2025-06-01T21:28:53.3309959Z GITHUB_REPOSITORY_ID=65600975
2025-06-01T21:28:53.3310232Z GITHUB_ACTIONS=true
2025-06-01T21:28:53.3310482Z SHA1=f7c09f864a6c6467a7454f1431340d3338473fd1
2025-06-01T21:28:53.3310809Z GITHUB_SHA=f7c09f864a6c6467a7454f1431340d3338473fd1
2025-06-01T21:28:53.3311263Z GITHUB_WORKFLOW_REF=pytorch/pytorch/.github/workflows/slow.yml@refs/heads/main
2025-06-01T21:28:53.3311672Z UCC_HOME=/usr
2025-06-01T21:28:53.3311886Z VERBOSE_TEST_LOGS=False
2025-06-01T21:28:53.3312121Z GITHUB_REF=refs/heads/main
2025-06-01T21:28:53.3312351Z SHARD_NUMBER=2
2025-06-01T21:28:53.3312558Z GITHUB_REF_PROTECTED=true
2025-06-01T21:28:53.3312790Z HOME=/var/lib/jenkins
2025-06-01T21:28:53.3313059Z GITHUB_API_URL=https://api.github.com
2025-06-01T21:28:53.3313412Z PYTORCH_TEST_RERUN_DISABLED_TESTS=0
2025-06-01T21:28:53.3313735Z LANG=C.UTF-8
2025-06-01T21:28:53.3314026Z UCX_COMMIT=cc312eaa4655c0cc5c2bcd796db938f90563bcf6
2025-06-01T21:28:53.3314408Z PYTORCH_TEST_WITH_ROCM=1
2025-06-01T21:28:53.3314677Z NUM_TEST_SHARDS=2
2025-06-01T21:28:53.3314913Z UCX_HOME=/usr
2025-06-01T21:28:53.3315508Z GITHUB_STATE=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/save_state_5e7ae005-a540-4e96-9eea-30c100bdf3c0
2025-06-01T21:28:53.3316230Z JOB_NAME=linux-jammy-rocm-py3.10 / test (slow, 2, 2, linux.rocm.gpu.2, module:rocm)
2025-06-01T21:28:53.3316964Z MAGMA_HOME=/opt/rocm/magma
2025-06-01T21:28:53.3317624Z GITHUB_ENV=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/set_env_5e7ae005-a540-4e96-9eea-30c100bdf3c0
2025-06-01T21:28:53.3318341Z GITHUB_EVENT_PATH=/home/pytorchci/actions-runner/_work/_temp/_github_workflow/event.json
2025-06-01T21:28:53.3318774Z GITHUB_EVENT_NAME=push
2025-06-01T21:28:53.3318990Z DASHBOARD_TAG=
2025-06-01T21:28:53.3319194Z GITHUB_RUN_ID=15379340897
2025-06-01T21:28:53.3319754Z GITHUB_STEP_SUMMARY=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/step_summary_5e7ae005-a540-4e96-9eea-30c100bdf3c0
2025-06-01T21:28:53.3320356Z GITHUB_ACTOR=pytorchmergebot
2025-06-01T21:28:53.3320594Z PR_NUMBER=
2025-06-01T21:28:53.3320785Z GITHUB_RUN_ATTEMPT=1
2025-06-01T21:28:53.3321014Z ANACONDA_PYTHON_VERSION=3.10
2025-06-01T21:28:53.3321310Z GITHUB_GRAPHQL_URL=https://api.github.com/graphql
2025-06-01T21:28:53.3321614Z TERM=vt100
2025-06-01T21:28:53.3321813Z INSTALLED_VISION=yes
2025-06-01T21:28:53.3322017Z BRANCH=main
2025-06-01T21:28:53.3322222Z OPENSSL_ROOT_DIR=/opt/openssl
2025-06-01T21:28:53.3322469Z TESTS_TO_INCLUDE=
2025-06-01T21:28:53.3322914Z GITHUB_ACTION_PATH=/home/pytorchci/actions-runner/_work/pytorch/pytorch/./.github/actions/setup-rocm
2025-06-01T21:28:53.3323527Z GITHUB_SERVER_URL=https://github.com
2025-06-01T21:28:53.3323869Z PYTORCH_ROCM_ARCH=gfx90a;gfx942
2025-06-01T21:28:53.3324232Z UCC_COMMIT=0c0fc21559835044ab107199e334f7157d6a0d3d
2025-06-01T21:28:53.3324585Z REENABLED_ISSUES=
2025-06-01T21:28:53.3324824Z SHLVL=1
2025-06-01T21:28:53.3325022Z MAX_JOBS=62
2025-06-01T21:28:53.3325248Z GITHUB_ACTOR_ID=97764156
2025-06-01T21:28:53.3325547Z GITHUB_WORKFLOW_SHA=f7c09f864a6c6467a7454f1431340d3338473fd1
2025-06-01T21:28:53.3325876Z GITHUB_REF_NAME=main
2025-06-01T21:28:53.3326098Z ROCM_PATH=/opt/rocm
2025-06-01T21:28:53.3326309Z GITHUB_JOB=test
2025-06-01T21:28:53.3326512Z NO_TEST_TIMEOUT=False
2025-06-01T21:28:53.3326748Z GITHUB_REPOSITORY=pytorch/pytorch
2025-06-01T21:28:53.3327006Z LC_ALL=C.UTF-8
2025-06-01T21:28:53.3327207Z GITHUB_RETENTION_DAYS=90
2025-06-01T21:28:53.3327449Z OPENSSL_DIR=/opt/openssl
2025-06-01T21:28:53.3327844Z GITHUB_ACTION_REPOSITORY=
2025-06-01T21:28:53.3328720Z PATH=/opt/cache/bin:/opt/rocm/llvm/bin:/opt/rocm/opencl/bin:/opt/rocm/hip/bin:/opt/rocm/hcc/bin:/opt/rocm/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
2025-06-01T21:28:53.3329569Z GITHUB_BASE_REF=
2025-06-01T21:28:53.3329767Z CI=true
2025-06-01T21:28:53.3329964Z GITHUB_REPOSITORY_OWNER=pytorch
2025-06-01T21:28:53.3330332Z JOB_ID=43268619021
2025-06-01T21:28:53.3330629Z GITHUB_HEAD_REF=
2025-06-01T21:28:53.3331046Z GITHUB_ACTION_REF=
2025-06-01T21:28:53.3331370Z TEST_SHOWLOCALS=False
2025-06-01T21:28:53.3331743Z GITHUB_WORKFLOW=slow
2025-06-01T21:28:53.3332104Z DEBIAN_FRONTEND=noninteractive
2025-06-01T21:28:53.3332786Z GITHUB_OUTPUT=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/set_output_5e7ae005-a540-4e96-9eea-30c100bdf3c0
2025-06-01T21:28:53.3333476Z NO_TD=False
2025-06-01T21:28:53.3345801Z OLDPWD=/var/lib/jenkins
2025-06-01T21:28:53.3346361Z _=/usr/bin/env
2025-06-01T21:28:53.3346962Z ++ python -c 'import site; print(site.getsitepackages()[0])'
2025-06-01T21:28:53.3429343Z + TORCH_INSTALL_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch
2025-06-01T21:28:53.3430477Z + TORCH_BIN_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin
2025-06-01T21:28:53.3431593Z + TORCH_LIB_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib
2025-06-01T21:28:53.3432587Z + TORCH_TEST_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/test
2025-06-01T21:28:53.3433334Z + BUILD_DIR=build
2025-06-01T21:28:53.3433794Z + BUILD_RENAMED_DIR=build_renamed
2025-06-01T21:28:53.3434321Z + BUILD_BIN_DIR=build/bin
2025-06-01T21:28:53.3434771Z + SHARD_NUMBER=2
2025-06-01T21:28:53.3435173Z + NUM_TEST_SHARDS=2
2025-06-01T21:28:53.3435614Z + export TORCH_SERIALIZATION_DEBUG=1
2025-06-01T21:28:53.3436634Z + TORCH_SERIALIZATION_DEBUG=1
2025-06-01T21:28:53.3437124Z + export VALGRIND=ON
2025-06-01T21:28:53.3437656Z + VALGRIND=ON
2025-06-01T21:28:53.3438121Z + [[ linux-jammy-rocm-py3.10 == *clang9* ]]
2025-06-01T21:28:53.3438706Z + [[ linux-jammy-rocm-py3.10 == *xpu* ]]
2025-06-01T21:28:53.3439262Z + [[ linux-jammy-rocm-py3.10 == *s390x* ]]
2025-06-01T21:28:53.3439767Z + [[ 0 == \1 ]]
2025-06-01T21:28:53.3440136Z + [[ False == \1 ]]
2025-06-01T21:28:53.3440579Z + [[ linux-jammy-rocm-py3.10 != *bazel* ]]
2025-06-01T21:28:53.3441177Z ++ realpath build/custom_test_artifacts
2025-06-01T21:28:53.3449585Z + CUSTOM_TEST_ARTIFACT_BUILD_DIR=/var/lib/jenkins/pytorch/build/custom_test_artifacts
2025-06-01T21:28:53.3450094Z + [[ -n '' ]]
2025-06-01T21:28:53.3450327Z + echo 'Environment variables'
2025-06-01T21:28:53.3450596Z Environment variables
2025-06-01T21:28:53.3450813Z + env
2025-06-01T21:28:53.3460487Z GITHUB_WORKSPACE=/home/pytorchci/actions-runner/_work/pytorch/pytorch
2025-06-01T21:28:53.3461463Z CONTINUE_THROUGH_ERROR=False
2025-06-01T21:28:53.3462046Z BUILD_ENVIRONMENT=linux-jammy-rocm-py3.10
2025-06-01T21:28:53.3462663Z HOSTNAME=pytorch-rocm-hw-29
2025-06-01T21:28:53.3463771Z GITHUB_PATH=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/add_path_5e7ae005-a540-4e96-9eea-30c100bdf3c0
2025-06-01T21:28:53.3464867Z GITHUB_ACTION=__self
2025-06-01T21:28:53.3465352Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=0
2025-06-01T21:28:53.3465870Z GITHUB_RUN_NUMBER=13121
2025-06-01T21:28:53.3466292Z TEST_CONFIG=slow
2025-06-01T21:28:53.3466725Z GITHUB_REPOSITORY_OWNER_ID=21003710
2025-06-01T21:28:53.3467273Z AWS_DEFAULT_REGION=us-east-1
2025-06-01T21:28:53.3467791Z GITHUB_TRIGGERING_ACTOR=pytorchmergebot
2025-06-01T21:28:53.3468350Z GITHUB_REF_TYPE=branch
2025-06-01T21:28:53.3468874Z ***
2025-06-01T21:28:53.3469273Z GITHUB_REPOSITORY_ID=65600975
2025-06-01T21:28:53.3469777Z GITHUB_ACTIONS=true
2025-06-01T21:28:53.3470238Z SHA1=f7c09f864a6c6467a7454f1431340d3338473fd1
2025-06-01T21:28:53.3470866Z GITHUB_SHA=f7c09f864a6c6467a7454f1431340d3338473fd1
2025-06-01T21:28:53.3471719Z GITHUB_WORKFLOW_REF=pytorch/pytorch/.github/workflows/slow.yml@refs/heads/main
2025-06-01T21:28:53.3473022Z UCC_HOME=/usr
2025-06-01T21:28:53.3473505Z TORCH_SERIALIZATION_DEBUG=1
2025-06-01T21:28:53.3474067Z VERBOSE_TEST_LOGS=False
2025-06-01T21:28:53.3474590Z GITHUB_REF=refs/heads/main
2025-06-01T21:28:53.3475106Z SHARD_NUMBER=2
2025-06-01T21:28:53.3475576Z GITHUB_REF_PROTECTED=true
2025-06-01T21:28:53.3476109Z HOME=/var/lib/jenkins
2025-06-01T21:28:53.3476665Z GITHUB_API_URL=https://api.github.com
2025-06-01T21:28:53.3477522Z PYTORCH_TEST_RERUN_DISABLED_TESTS=0
2025-06-01T21:28:53.3478119Z LANG=C.UTF-8
2025-06-01T21:28:53.3478668Z UCX_COMMIT=cc312eaa4655c0cc5c2bcd796db938f90563bcf6
2025-06-01T21:28:53.3479354Z PYTORCH_TEST_WITH_ROCM=1
2025-06-01T21:28:53.3479639Z NUM_TEST_SHARDS=2
2025-06-01T21:28:53.3479874Z UCX_HOME=/usr
2025-06-01T21:28:53.3480385Z GITHUB_STATE=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/save_state_5e7ae005-a540-4e96-9eea-30c100bdf3c0
2025-06-01T21:28:53.3481104Z JOB_NAME=linux-jammy-rocm-py3.10 / test (slow, 2, 2, linux.rocm.gpu.2, module:rocm)
2025-06-01T21:28:53.3481527Z MAGMA_HOME=/opt/rocm/magma
2025-06-01T21:28:53.3482043Z GITHUB_ENV=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/set_env_5e7ae005-a540-4e96-9eea-30c100bdf3c0
2025-06-01T21:28:53.3482764Z GITHUB_EVENT_PATH=/home/pytorchci/actions-runner/_work/_temp/_github_workflow/event.json
2025-06-01T21:28:53.3483207Z GITHUB_EVENT_NAME=push
2025-06-01T21:28:53.3483431Z DASHBOARD_TAG=
2025-06-01T21:28:53.3483638Z GITHUB_RUN_ID=15379340897
2025-06-01T21:28:53.3484195Z GITHUB_STEP_SUMMARY=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/step_summary_5e7ae005-a540-4e96-9eea-30c100bdf3c0
2025-06-01T21:28:53.3484801Z GITHUB_ACTOR=pytorchmergebot
2025-06-01T21:28:53.3485063Z PR_NUMBER=
2025-06-01T21:28:53.3485296Z GITHUB_RUN_ATTEMPT=1
2025-06-01T21:28:53.3485545Z VALGRIND=ON
2025-06-01T21:28:53.3486021Z ANACONDA_PYTHON_VERSION=3.10
2025-06-01T21:28:53.3486374Z GITHUB_GRAPHQL_URL=https://api.github.com/graphql
2025-06-01T21:28:53.3486720Z TERM=vt100
2025-06-01T21:28:53.3486915Z INSTALLED_VISION=yes
2025-06-01T21:28:53.3487126Z BRANCH=main
2025-06-01T21:28:53.3487331Z OPENSSL_ROOT_DIR=/opt/openssl
2025-06-01T21:28:53.3487563Z TESTS_TO_INCLUDE=
2025-06-01T21:28:53.3488006Z GITHUB_ACTION_PATH=/home/pytorchci/actions-runner/_work/pytorch/pytorch/./.github/actions/setup-rocm
2025-06-01T21:28:53.3488518Z GITHUB_SERVER_URL=https://github.com
2025-06-01T21:28:53.3488804Z PYTORCH_ROCM_ARCH=gfx90a;gfx942
2025-06-01T21:28:53.3489092Z UCC_COMMIT=0c0fc21559835044ab107199e334f7157d6a0d3d
2025-06-01T21:28:53.3489388Z REENABLED_ISSUES=
2025-06-01T21:28:53.3489584Z SHLVL=1
2025-06-01T21:28:53.3489764Z MAX_JOBS=62
2025-06-01T21:28:53.3489961Z GITHUB_ACTOR_ID=97764156
2025-06-01T21:28:53.3490260Z GITHUB_WORKFLOW_SHA=f7c09f864a6c6467a7454f1431340d3338473fd1
2025-06-01T21:28:53.3490591Z GITHUB_REF_NAME=main
2025-06-01T21:28:53.3490802Z ROCM_PATH=/opt/rocm
2025-06-01T21:28:53.3491005Z GITHUB_JOB=test
2025-06-01T21:28:53.3491206Z NO_TEST_TIMEOUT=False
2025-06-01T21:28:53.3491445Z GITHUB_REPOSITORY=pytorch/pytorch
2025-06-01T21:28:53.3491698Z LC_ALL=C.UTF-8
2025-06-01T21:28:53.3491904Z GITHUB_RETENTION_DAYS=90
2025-06-01T21:28:53.3492133Z OPENSSL_DIR=/opt/openssl
2025-06-01T21:28:53.3492360Z GITHUB_ACTION_REPOSITORY=
2025-06-01T21:28:53.3493260Z PATH=/opt/cache/bin:/opt/rocm/llvm/bin:/opt/rocm/opencl/bin:/opt/rocm/hip/bin:/opt/rocm/hcc/bin:/opt/rocm/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
2025-06-01T21:28:53.3495058Z GITHUB_BASE_REF=
2025-06-01T21:28:53.3495497Z CI=true
2025-06-01T21:28:53.3495944Z GITHUB_REPOSITORY_OWNER=pytorch
2025-06-01T21:28:53.3496437Z JOB_ID=43268619021
2025-06-01T21:28:53.3496819Z GITHUB_HEAD_REF=
2025-06-01T21:28:53.3497193Z GITHUB_ACTION_REF=
2025-06-01T21:28:53.3497590Z TEST_SHOWLOCALS=False
2025-06-01T21:28:53.3498012Z GITHUB_WORKFLOW=slow
2025-06-01T21:28:53.3498460Z DEBIAN_FRONTEND=noninteractive
2025-06-01T21:28:53.3499829Z GITHUB_OUTPUT=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/set_output_5e7ae005-a540-4e96-9eea-30c100bdf3c0
2025-06-01T21:28:53.3500925Z NO_TD=False
2025-06-01T21:28:53.3501299Z OLDPWD=/var/lib/jenkins
2025-06-01T21:28:53.3501709Z _=/usr/bin/env
2025-06-01T21:28:53.3502119Z + echo 'Testing pytorch'
2025-06-01T21:28:53.3502535Z Testing pytorch
2025-06-01T21:28:53.3502922Z + export LANG=C.UTF-8
2025-06-01T21:28:53.3503323Z + LANG=C.UTF-8
2025-06-01T21:28:53.3503684Z + PR_NUMBER=
2025-06-01T21:28:53.3504060Z + [[ slow == \d\e\f\a\u\l\t ]]
2025-06-01T21:28:53.3504533Z + [[ slow == \d\i\s\t\r\i\b\u\t\e\d ]]
2025-06-01T21:28:53.3505033Z + [[ slow == \s\l\o\w ]]
2025-06-01T21:28:53.3505479Z + export PYTORCH_TEST_WITH_SLOW=1
2025-06-01T21:28:53.3505980Z + PYTORCH_TEST_WITH_SLOW=1
2025-06-01T21:28:53.3506435Z + export PYTORCH_TEST_SKIP_FAST=1
2025-06-01T21:28:53.3506925Z + PYTORCH_TEST_SKIP_FAST=1
2025-06-01T21:28:53.3507469Z + [[ linux-jammy-rocm-py3.10 == *slow-gradcheck* ]]
2025-06-01T21:28:53.3508106Z + [[ linux-jammy-rocm-py3.10 == *cuda* ]]
2025-06-01T21:28:53.3508676Z + [[ linux-jammy-rocm-py3.10 == *rocm* ]]
2025-06-01T21:28:53.3509251Z + export PYTORCH_TESTING_DEVICE_ONLY_FOR=cuda
2025-06-01T21:28:53.3509828Z + PYTORCH_TESTING_DEVICE_ONLY_FOR=cuda
2025-06-01T21:28:53.3510344Z + [[ slow == *crossref* ]]
2025-06-01T21:28:53.3510797Z + [[ linux-jammy-rocm-py3.10 == *rocm* ]]
2025-06-01T21:28:53.3511305Z + export VALGRIND=OFF
2025-06-01T21:28:53.3511713Z + VALGRIND=OFF
2025-06-01T21:28:53.3512067Z + rocminfo
2025-06-01T21:28:53.3595658Z ROCk module version 6.8.5 is loaded
2025-06-01T21:28:53.4432758Z =====================    
2025-06-01T21:28:53.4433377Z HSA System Attributes    
2025-06-01T21:28:53.4433863Z =====================    
2025-06-01T21:28:53.4434380Z Runtime Version:         1.15
2025-06-01T21:28:53.4434874Z Runtime Ext Version:     1.7
2025-06-01T21:28:53.4435367Z System Timestamp Freq.:  1000.000000MHz
2025-06-01T21:28:53.4436701Z Sig. Max Wait Duration:  18446744073709551615 (0xFFFFFFFFFFFFFFFF) (timestamp count)
2025-06-01T21:28:53.4437771Z Machine Model:           LARGE                              
2025-06-01T21:28:53.4438499Z System Endianness:       LITTLE                             
2025-06-01T21:28:53.4439127Z Mwaitx:                  DISABLED
2025-06-01T21:28:53.4439643Z XNACK enabled:           NO
2025-06-01T21:28:53.4440143Z DMAbuf Support:          YES
2025-06-01T21:28:53.4440609Z VMM Support:             YES
2025-06-01T21:28:53.4440888Z 
2025-06-01T21:28:53.4441045Z ==========               
2025-06-01T21:28:53.4441472Z HSA Agents               
2025-06-01T21:28:53.4441878Z ==========               
2025-06-01T21:28:53.4442256Z *******                  
2025-06-01T21:28:53.4442650Z Agent 1                  
2025-06-01T21:28:53.4443116Z *******                  
2025-06-01T21:28:53.4443714Z   Name:                    AMD EPYC 7513 32-Core Processor    
2025-06-01T21:28:53.4444487Z   Uuid:                    CPU-XX                             
2025-06-01T21:28:53.4445277Z   Marketing Name:          AMD EPYC 7513 32-Core Processor    
2025-06-01T21:28:53.4446105Z   Vendor Name:             CPU                                
2025-06-01T21:28:53.4446877Z   Feature:                 None specified                     
2025-06-01T21:28:53.4447642Z   Profile:                 FULL_PROFILE                       
2025-06-01T21:28:53.4448424Z   Float Round Mode:        NEAR                               
2025-06-01T21:28:53.4449189Z   Max Queue Number:        0(0x0)                             
2025-06-01T21:28:53.4449592Z   Queue Min Size:          0(0x0)                             
2025-06-01T21:28:53.4449942Z   Queue Max Size:          0(0x0)                             
2025-06-01T21:28:53.4450265Z   Queue Type:              MULTI                              
2025-06-01T21:28:53.4450581Z   Node:                    0                                  
2025-06-01T21:28:53.4450898Z   Device Type:             CPU                                
2025-06-01T21:28:53.4451202Z   Cache Info:              
2025-06-01T21:28:53.4451609Z     L1:                      32768(0x8000) KB                   
2025-06-01T21:28:53.4451922Z   Chip ID:                 0(0x0)                             
2025-06-01T21:28:53.4452246Z   ASIC Revision:           0(0x0)                             
2025-06-01T21:28:53.4452591Z   Cacheline Size:          64(0x40)                           
2025-06-01T21:28:53.4452935Z   Max Clock Freq. (MHz):   2600                               
2025-06-01T21:28:53.4453262Z   BDFID:                   0                                  
2025-06-01T21:28:53.4453589Z   Internal Node ID:        0                                  
2025-06-01T21:28:53.4453925Z   Compute Unit:            32                                 
2025-06-01T21:28:53.4454252Z   SIMDs per CU:            0                                  
2025-06-01T21:28:53.4454592Z   Shader Engines:          0                                  
2025-06-01T21:28:53.4454952Z   Shader Arrs. per Eng.:   0                                  
2025-06-01T21:28:53.4455325Z   WatchPts on Addr. Ranges:1                                  
2025-06-01T21:28:53.4455656Z   Memory Properties:       
2025-06-01T21:28:53.4455907Z   Features:                None
2025-06-01T21:28:53.4456154Z   Pool Info:               
2025-06-01T21:28:53.4456382Z     Pool 1                   
2025-06-01T21:28:53.4456681Z       Segment:                 GLOBAL; FLAGS: FINE GRAINED        
2025-06-01T21:28:53.4457034Z       Size:                    65790800(0x3ebe350) KB             
2025-06-01T21:28:53.4457373Z       Allocatable:             TRUE                               
2025-06-01T21:28:53.4457731Z       Alloc Granule:           4KB                                
2025-06-01T21:28:53.4458099Z       Alloc Recommended Granule:4KB                                
2025-06-01T21:28:53.4458473Z       Alloc Alignment:         4KB                                
2025-06-01T21:28:53.4459010Z       Accessible by all:       TRUE                               
2025-06-01T21:28:53.4459331Z     Pool 2                   
2025-06-01T21:28:53.4459628Z       Segment:                 GLOBAL; FLAGS: EXTENDED FINE GRAINED
2025-06-01T21:28:53.4459972Z       Size:                    65790800(0x3ebe350) KB             
2025-06-01T21:28:53.4460304Z       Allocatable:             TRUE                               
2025-06-01T21:28:53.4460656Z       Alloc Granule:           4KB                                
2025-06-01T21:28:53.4461014Z       Alloc Recommended Granule:4KB                                
2025-06-01T21:28:53.4461381Z       Alloc Alignment:         4KB                                
2025-06-01T21:28:53.4461735Z       Accessible by all:       TRUE                               
2025-06-01T21:28:53.4462039Z     Pool 3                   
2025-06-01T21:28:53.4462313Z       Segment:                 GLOBAL; FLAGS: KERNARG, FINE GRAINED
2025-06-01T21:28:53.4462646Z       Size:                    65790800(0x3ebe350) KB             
2025-06-01T21:28:53.4462983Z       Allocatable:             TRUE                               
2025-06-01T21:28:53.4463406Z       Alloc Granule:           4KB                                
2025-06-01T21:28:53.4464145Z       Alloc Recommended Granule:4KB                                
2025-06-01T21:28:53.4464987Z       Alloc Alignment:         4KB                                
2025-06-01T21:28:53.4465819Z       Accessible by all:       TRUE                               
2025-06-01T21:28:53.4466496Z     Pool 4                   
2025-06-01T21:28:53.4467022Z       Segment:                 GLOBAL; FLAGS: COARSE GRAINED      
2025-06-01T21:28:53.4467658Z       Size:                    65790800(0x3ebe350) KB             
2025-06-01T21:28:53.4468287Z       Allocatable:             TRUE                               
2025-06-01T21:28:53.4469068Z       Alloc Granule:           4KB                                
2025-06-01T21:28:53.4469773Z       Alloc Recommended Granule:4KB                                
2025-06-01T21:28:53.4470496Z       Alloc Alignment:         4KB                                
2025-06-01T21:28:53.4471423Z       Accessible by all:       TRUE                               
2025-06-01T21:28:53.4472024Z   ISA Info:                
2025-06-01T21:28:53.4472445Z *******                  
2025-06-01T21:28:53.4472856Z Agent 2                  
2025-06-01T21:28:53.4473259Z *******                  
2025-06-01T21:28:53.4473769Z   Name:                    AMD EPYC 7513 32-Core Processor    
2025-06-01T21:28:53.4474421Z   Uuid:                    CPU-XX                             
2025-06-01T21:28:53.4475104Z   Marketing Name:          AMD EPYC 7513 32-Core Processor    
2025-06-01T21:28:53.4475798Z   Vendor Name:             CPU                                
2025-06-01T21:28:53.4476452Z   Feature:                 None specified                     
2025-06-01T21:28:53.4477112Z   Profile:                 FULL_PROFILE                       
2025-06-01T21:28:53.4477894Z   Float Round Mode:        NEAR                               
2025-06-01T21:28:53.4478572Z   Max Queue Number:        0(0x0)                             
2025-06-01T21:28:53.4479243Z   Queue Min Size:          0(0x0)                             
2025-06-01T21:28:53.4479897Z   Queue Max Size:          0(0x0)                             
2025-06-01T21:28:53.4480546Z   Queue Type:              MULTI                              
2025-06-01T21:28:53.4481159Z   Node:                    1                                  
2025-06-01T21:28:53.4481772Z   Device Type:             CPU                                
2025-06-01T21:28:53.4482358Z   Cache Info:              
2025-06-01T21:28:53.4482835Z     L1:                      32768(0x8000) KB                   
2025-06-01T21:28:53.4483424Z   Chip ID:                 0(0x0)                             
2025-06-01T21:28:53.4484042Z   ASIC Revision:           0(0x0)                             
2025-06-01T21:28:53.4484697Z   Cacheline Size:          64(0x40)                           
2025-06-01T21:28:53.4485666Z   Max Clock Freq. (MHz):   2600                               
2025-06-01T21:28:53.4486288Z   BDFID:                   0                                  
2025-06-01T21:28:53.4486902Z   Internal Node ID:        1                                  
2025-06-01T21:28:53.4487556Z   Compute Unit:            32                                 
2025-06-01T21:28:53.4488187Z   SIMDs per CU:            0                                  
2025-06-01T21:28:53.4488827Z   Shader Engines:          0                                  
2025-06-01T21:28:53.4489496Z   Shader Arrs. per Eng.:   0                                  
2025-06-01T21:28:53.4490188Z   WatchPts on Addr. Ranges:1                                  
2025-06-01T21:28:53.4490796Z   Memory Properties:       
2025-06-01T21:28:53.4491242Z   Features:                None
2025-06-01T21:28:53.4491695Z   Pool Info:               
2025-06-01T21:28:53.4492117Z     Pool 1                   
2025-06-01T21:28:53.4492660Z       Segment:                 GLOBAL; FLAGS: FINE GRAINED        
2025-06-01T21:28:53.4493317Z       Size:                    66046484(0x3efca14) KB             
2025-06-01T21:28:53.4493969Z       Allocatable:             TRUE                               
2025-06-01T21:28:53.4494636Z       Alloc Granule:           4KB                                
2025-06-01T21:28:53.4495347Z       Alloc Recommended Granule:4KB                                
2025-06-01T21:28:53.4496057Z       Alloc Alignment:         4KB                                
2025-06-01T21:28:53.4496756Z       Accessible by all:       TRUE                               
2025-06-01T21:28:53.4497355Z     Pool 2                   
2025-06-01T21:28:53.4497907Z       Segment:                 GLOBAL; FLAGS: EXTENDED FINE GRAINED
2025-06-01T21:28:53.4498550Z       Size:                    66046484(0x3efca14) KB             
2025-06-01T21:28:53.4499190Z       Allocatable:             TRUE                               
2025-06-01T21:28:53.4499862Z       Alloc Granule:           4KB                                
2025-06-01T21:28:53.4500567Z       Alloc Recommended Granule:4KB                                
2025-06-01T21:28:53.4501561Z       Alloc Alignment:         4KB                                
2025-06-01T21:28:53.4502260Z       Accessible by all:       TRUE                               
2025-06-01T21:28:53.4502851Z     Pool 3                   
2025-06-01T21:28:53.4503383Z       Segment:                 GLOBAL; FLAGS: KERNARG, FINE GRAINED
2025-06-01T21:28:53.4504019Z       Size:                    66046484(0x3efca14) KB             
2025-06-01T21:28:53.4504645Z       Allocatable:             TRUE                               
2025-06-01T21:28:53.4505313Z       Alloc Granule:           4KB                                
2025-06-01T21:28:53.4506004Z       Alloc Recommended Granule:4KB                                
2025-06-01T21:28:53.4506726Z       Alloc Alignment:         4KB                                
2025-06-01T21:28:53.4507413Z       Accessible by all:       TRUE                               
2025-06-01T21:28:53.4508013Z     Pool 4                   
2025-06-01T21:28:53.4508542Z       Segment:                 GLOBAL; FLAGS: COARSE GRAINED      
2025-06-01T21:28:53.4509172Z       Size:                    66046484(0x3efca14) KB             
2025-06-01T21:28:53.4509797Z       Allocatable:             TRUE                               
2025-06-01T21:28:53.4510468Z       Alloc Granule:           4KB                                
2025-06-01T21:28:53.4511153Z       Alloc Recommended Granule:4KB                                
2025-06-01T21:28:53.4511859Z       Alloc Alignment:         4KB                                
2025-06-01T21:28:53.4512543Z       Accessible by all:       TRUE                               
2025-06-01T21:28:53.4513133Z   ISA Info:                
2025-06-01T21:28:53.4513547Z *******                  
2025-06-01T21:28:53.4513947Z Agent 3                  
2025-06-01T21:28:53.4514340Z *******                  
2025-06-01T21:28:53.4515104Z   Name:                    gfx90a                             
2025-06-01T21:28:53.4515723Z   Uuid:                    GPU-e7b1990c5f1ae792               
2025-06-01T21:28:53.4516382Z   Marketing Name:          AMD Instinct MI210                 
2025-06-01T21:28:53.4517052Z   Vendor Name:             AMD                                
2025-06-01T21:28:53.4517805Z   Feature:                 KERNEL_DISPATCH                    
2025-06-01T21:28:53.4518443Z   Profile:                 BASE_PROFILE                       
2025-06-01T21:28:53.4519100Z   Float Round Mode:        NEAR                               
2025-06-01T21:28:53.4519767Z   Max Queue Number:        128(0x80)                          
2025-06-01T21:28:53.4520414Z   Queue Min Size:          64(0x40)                           
2025-06-01T21:28:53.4521048Z   Queue Max Size:          131072(0x20000)                    
2025-06-01T21:28:53.4521684Z   Queue Type:              MULTI                              
2025-06-01T21:28:53.4522297Z   Node:                    2                                  
2025-06-01T21:28:53.4522903Z   Device Type:             GPU                                
2025-06-01T21:28:53.4523482Z   Cache Info:              
2025-06-01T21:28:53.4523947Z     L1:                      16(0x10) KB                        
2025-06-01T21:28:53.4524509Z     L2:                      8192(0x2000) KB                    
2025-06-01T21:28:53.4525084Z   Chip ID:                 29711(0x740f)                      
2025-06-01T21:28:53.4525704Z   ASIC Revision:           1(0x1)                             
2025-06-01T21:28:53.4526368Z   Cacheline Size:          64(0x40)                           
2025-06-01T21:28:53.4527023Z   Max Clock Freq. (MHz):   1700                               
2025-06-01T21:28:53.4527642Z   BDFID:                   768                                
2025-06-01T21:28:53.4528261Z   Internal Node ID:        2                                  
2025-06-01T21:28:53.4528902Z   Compute Unit:            104                                
2025-06-01T21:28:53.4529538Z   SIMDs per CU:            4                                  
2025-06-01T21:28:53.4530466Z   Shader Engines:          8                                  
2025-06-01T21:28:53.4531149Z   Shader Arrs. per Eng.:   1                                  
2025-06-01T21:28:53.4531842Z   WatchPts on Addr. Ranges:4                                  
2025-06-01T21:28:53.4532544Z   Coherent Host Access:    FALSE                              
2025-06-01T21:28:53.4533150Z   Memory Properties:       
2025-06-01T21:28:53.4533625Z   Features:                KERNEL_DISPATCH 
2025-06-01T21:28:53.4534246Z   Fast F16 Operation:      TRUE                               
2025-06-01T21:28:53.4534930Z   Wavefront Size:          64(0x40)                           
2025-06-01T21:28:53.4535600Z   Workgroup Max Size:      1024(0x400)                        
2025-06-01T21:28:53.4536220Z   Workgroup Max Size per Dimension:
2025-06-01T21:28:53.4536740Z     x                        1024(0x400)                        
2025-06-01T21:28:53.4537287Z     y                        1024(0x400)                        
2025-06-01T21:28:53.4537821Z     z                        1024(0x400)                        
2025-06-01T21:28:53.4538413Z   Max Waves Per CU:        32(0x20)                           
2025-06-01T21:28:53.4539078Z   Max Work-item Per CU:    2048(0x800)                        
2025-06-01T21:28:53.4539742Z   Grid Max Size:           4294967295(0xffffffff)             
2025-06-01T21:28:53.4540330Z   Grid Max Size per Dimension:
2025-06-01T21:28:53.4540811Z     x                        4294967295(0xffffffff)             
2025-06-01T21:28:53.4541380Z     y                        4294967295(0xffffffff)             
2025-06-01T21:28:53.4541949Z     z                        4294967295(0xffffffff)             
2025-06-01T21:28:53.4542587Z   Max fbarriers/Workgrp:   32                                 
2025-06-01T21:28:53.4543363Z   Packet Processor uCode:: 83                                 
2025-06-01T21:28:53.4547346Z   SDMA engine uCode::      8                                  
2025-06-01T21:28:53.4548042Z   IOMMU Support::          None                               
2025-06-01T21:28:53.4548637Z   Pool Info:               
2025-06-01T21:28:53.4549066Z     Pool 1                   
2025-06-01T21:28:53.4549618Z       Segment:                 GLOBAL; FLAGS: COARSE GRAINED      
2025-06-01T21:28:53.4550282Z       Size:                    67092480(0x3ffc000) KB             
2025-06-01T21:28:53.4550933Z       Allocatable:             TRUE                               
2025-06-01T21:28:53.4551610Z       Alloc Granule:           4KB                                
2025-06-01T21:28:53.4552320Z       Alloc Recommended Granule:2048KB                             
2025-06-01T21:28:53.4553045Z       Alloc Alignment:         4KB                                
2025-06-01T21:28:53.4553743Z       Accessible by all:       FALSE                              
2025-06-01T21:28:53.4554352Z     Pool 2                   
2025-06-01T21:28:53.4554908Z       Segment:                 GLOBAL; FLAGS: EXTENDED FINE GRAINED
2025-06-01T21:28:53.4555560Z       Size:                    67092480(0x3ffc000) KB             
2025-06-01T21:28:53.4556196Z       Allocatable:             TRUE                               
2025-06-01T21:28:53.4556872Z       Alloc Granule:           4KB                                
2025-06-01T21:28:53.4557688Z       Alloc Recommended Granule:2048KB                             
2025-06-01T21:28:53.4558410Z       Alloc Alignment:         4KB                                
2025-06-01T21:28:53.4559111Z       Accessible by all:       FALSE                              
2025-06-01T21:28:53.4559705Z     Pool 3                   
2025-06-01T21:28:53.4560215Z       Segment:                 GROUP                              
2025-06-01T21:28:53.4560829Z       Size:                    64(0x40) KB                        
2025-06-01T21:28:53.4561460Z       Allocatable:             FALSE                              
2025-06-01T21:28:53.4562144Z       Alloc Granule:           0KB                                
2025-06-01T21:28:53.4563143Z       Alloc Recommended Granule:0KB                                
2025-06-01T21:28:53.4563869Z       Alloc Alignment:         0KB                                
2025-06-01T21:28:53.4564558Z       Accessible by all:       FALSE                              
2025-06-01T21:28:53.4565164Z   ISA Info:                
2025-06-01T21:28:53.4565592Z     ISA 1                    
2025-06-01T21:28:53.4566160Z       Name:                    amdgcn-amd-amdhsa--gfx90a:sramecc+:xnack-
2025-06-01T21:28:53.4566891Z       Machine Models:          HSA_MACHINE_MODEL_LARGE            
2025-06-01T21:28:53.4567603Z       Profiles:                HSA_PROFILE_BASE                   
2025-06-01T21:28:53.4568303Z       Default Rounding Mode:   NEAR                               
2025-06-01T21:28:53.4569017Z       Default Rounding Mode:   NEAR                               
2025-06-01T21:28:53.4569683Z       Fast f16:                TRUE                               
2025-06-01T21:28:53.4570356Z       Workgroup Max Size:      1024(0x400)                        
2025-06-01T21:28:53.4571000Z       Workgroup Max Size per Dimension:
2025-06-01T21:28:53.4571565Z         x                        1024(0x400)                        
2025-06-01T21:28:53.4572128Z         y                        1024(0x400)                        
2025-06-01T21:28:53.4572668Z         z                        1024(0x400)                        
2025-06-01T21:28:53.4573299Z       Grid Max Size:           4294967295(0xffffffff)             
2025-06-01T21:28:53.4573924Z       Grid Max Size per Dimension:
2025-06-01T21:28:53.4574442Z         x                        4294967295(0xffffffff)             
2025-06-01T21:28:53.4575011Z         y                        4294967295(0xffffffff)             
2025-06-01T21:28:53.4575563Z         z                        4294967295(0xffffffff)             
2025-06-01T21:28:53.4576189Z       FBarrier Max Size:       32                                 
2025-06-01T21:28:53.4577086Z *******                  
2025-06-01T21:28:53.4577502Z Agent 4                  
2025-06-01T21:28:53.4577917Z *******                  
2025-06-01T21:28:53.4578387Z   Name:                    gfx90a                             
2025-06-01T21:28:53.4578998Z   Uuid:                    GPU-84708d87030d532c               
2025-06-01T21:28:53.4579659Z   Marketing Name:          AMD Instinct MI210                 
2025-06-01T21:28:53.4580330Z   Vendor Name:             AMD                                
2025-06-01T21:28:53.4580985Z   Feature:                 KERNEL_DISPATCH                    
2025-06-01T21:28:53.4581641Z   Profile:                 BASE_PROFILE                       
2025-06-01T21:28:53.4582306Z   Float Round Mode:        NEAR                               
2025-06-01T21:28:53.4582972Z   Max Queue Number:        128(0x80)                          
2025-06-01T21:28:53.4583631Z   Queue Min Size:          64(0x40)                           
2025-06-01T21:28:53.4584293Z   Queue Max Size:          131072(0x20000)                    
2025-06-01T21:28:53.4584950Z   Queue Type:              MULTI                              
2025-06-01T21:28:53.4585556Z   Node:                    3                                  
2025-06-01T21:28:53.4586168Z   Device Type:             GPU                                
2025-06-01T21:28:53.4586750Z   Cache Info:              
2025-06-01T21:28:53.4587223Z     L1:                      16(0x10) KB                        
2025-06-01T21:28:53.4587790Z     L2:                      8192(0x2000) KB                    
2025-06-01T21:28:53.4588364Z   Chip ID:                 29711(0x740f)                      
2025-06-01T21:28:53.4589000Z   ASIC Revision:           1(0x1)                             
2025-06-01T21:28:53.4589666Z   Cacheline Size:          64(0x40)                           
2025-06-01T21:28:53.4590336Z   Max Clock Freq. (MHz):   1700                               
2025-06-01T21:28:53.4590964Z   BDFID:                   33536                              
2025-06-01T21:28:53.4591584Z   Internal Node ID:        3                                  
2025-06-01T21:28:53.4592477Z   Compute Unit:            104                                
2025-06-01T21:28:53.4593125Z   SIMDs per CU:            4                                  
2025-06-01T21:28:53.4593780Z   Shader Engines:          8                                  
2025-06-01T21:28:53.4594459Z   Shader Arrs. per Eng.:   1                                  
2025-06-01T21:28:53.4595157Z   WatchPts on Addr. Ranges:4                                  
2025-06-01T21:28:53.4595864Z   Coherent Host Access:    FALSE                              
2025-06-01T21:28:53.4596483Z   Memory Properties:       
2025-06-01T21:28:53.4596970Z   Features:                KERNEL_DISPATCH 
2025-06-01T21:28:53.4597693Z   Fast F16 Operation:      TRUE                               
2025-06-01T21:28:53.4598375Z   Wavefront Size:          64(0x40)                           
2025-06-01T21:28:53.4599070Z   Workgroup Max Size:      1024(0x400)                        
2025-06-01T21:28:53.4599696Z   Workgroup Max Size per Dimension:
2025-06-01T21:28:53.4600218Z     x                        1024(0x400)                        
2025-06-01T21:28:53.4600759Z     y                        1024(0x400)                        
2025-06-01T21:28:53.4601296Z     z                        1024(0x400)                        
2025-06-01T21:28:53.4601900Z   Max Waves Per CU:        32(0x20)                           
2025-06-01T21:28:53.4602579Z   Max Work-item Per CU:    2048(0x800)                        
2025-06-01T21:28:53.4603250Z   Grid Max Size:           4294967295(0xffffffff)             
2025-06-01T21:28:53.4603855Z   Grid Max Size per Dimension:
2025-06-01T21:28:53.4604343Z     x                        4294967295(0xffffffff)             
2025-06-01T21:28:53.4604901Z     y                        4294967295(0xffffffff)             
2025-06-01T21:28:53.4605457Z     z                        4294967295(0xffffffff)             
2025-06-01T21:28:53.4606408Z   Max fbarriers/Workgrp:   32                                 
2025-06-01T21:28:53.4607151Z   Packet Processor uCode:: 83                                 
2025-06-01T21:28:53.4607857Z   SDMA engine uCode::      8                                  
2025-06-01T21:28:53.4608540Z   IOMMU Support::          None                               
2025-06-01T21:28:53.4609119Z   Pool Info:               
2025-06-01T21:28:53.4609562Z     Pool 1                   
2025-06-01T21:28:53.4610109Z       Segment:                 GLOBAL; FLAGS: COARSE GRAINED      
2025-06-01T21:28:53.4610767Z       Size:                    67092480(0x3ffc000) KB             
2025-06-01T21:28:53.4611421Z       Allocatable:             TRUE                               
2025-06-01T21:28:53.4612099Z       Alloc Granule:           4KB                                
2025-06-01T21:28:53.4612817Z       Alloc Recommended Granule:2048KB                             
2025-06-01T21:28:53.4613552Z       Alloc Alignment:         4KB                                
2025-06-01T21:28:53.4614250Z       Accessible by all:       FALSE                              
2025-06-01T21:28:53.4614857Z     Pool 2                   
2025-06-01T21:28:53.4615406Z       Segment:                 GLOBAL; FLAGS: EXTENDED FINE GRAINED
2025-06-01T21:28:53.4616060Z       Size:                    67092480(0x3ffc000) KB             
2025-06-01T21:28:53.4616704Z       Allocatable:             TRUE                               
2025-06-01T21:28:53.4617371Z       Alloc Granule:           4KB                                
2025-06-01T21:28:53.4618075Z       Alloc Recommended Granule:2048KB                             
2025-06-01T21:28:53.4618791Z       Alloc Alignment:         4KB                                
2025-06-01T21:28:53.4619486Z       Accessible by all:       FALSE                              
2025-06-01T21:28:53.4620081Z     Pool 3                   
2025-06-01T21:28:53.4620595Z       Segment:                 GROUP                              
2025-06-01T21:28:53.4621220Z       Size:                    64(0x40) KB                        
2025-06-01T21:28:53.4622193Z       Allocatable:             FALSE                              
2025-06-01T21:28:53.4622884Z       Alloc Granule:           0KB                                
2025-06-01T21:28:53.4623601Z       Alloc Recommended Granule:0KB                                
2025-06-01T21:28:53.4624317Z       Alloc Alignment:         0KB                                
2025-06-01T21:28:53.4625015Z       Accessible by all:       FALSE                              
2025-06-01T21:28:53.4625616Z   ISA Info:                
2025-06-01T21:28:53.4626043Z     ISA 1                    
2025-06-01T21:28:53.4626593Z       Name:                    amdgcn-amd-amdhsa--gfx90a:sramecc+:xnack-
2025-06-01T21:28:53.4627325Z       Machine Models:          HSA_MACHINE_MODEL_LARGE            
2025-06-01T21:28:53.4628031Z       Profiles:                HSA_PROFILE_BASE                   
2025-06-01T21:28:53.4628747Z       Default Rounding Mode:   NEAR                               
2025-06-01T21:28:53.4629472Z       Default Rounding Mode:   NEAR                               
2025-06-01T21:28:53.4630143Z       Fast f16:                TRUE                               
2025-06-01T21:28:53.4630807Z       Workgroup Max Size:      1024(0x400)                        
2025-06-01T21:28:53.4631440Z       Workgroup Max Size per Dimension:
2025-06-01T21:28:53.4632000Z         x                        1024(0x400)                        
2025-06-01T21:28:53.4632567Z         y                        1024(0x400)                        
2025-06-01T21:28:53.4633123Z         z                        1024(0x400)                        
2025-06-01T21:28:53.4633733Z       Grid Max Size:           4294967295(0xffffffff)             
2025-06-01T21:28:53.4634337Z       Grid Max Size per Dimension:
2025-06-01T21:28:53.4634835Z         x                        4294967295(0xffffffff)             
2025-06-01T21:28:53.4635650Z         y                        4294967295(0xffffffff)             
2025-06-01T21:28:53.4636209Z         z                        4294967295(0xffffffff)             
2025-06-01T21:28:53.4636837Z       FBarrier Max Size:       32                                 
2025-06-01T21:28:53.4637526Z *** Done ***             
2025-06-01T21:28:53.4696266Z + rocminfo
2025-06-01T21:28:53.4696859Z + grep -E 'Name:.*\sgfx|Marketing'
2025-06-01T21:28:53.5706361Z   Marketing Name:          AMD EPYC 7513 32-Core Processor    
2025-06-01T21:28:53.5707332Z   Marketing Name:          AMD EPYC 7513 32-Core Processor    
2025-06-01T21:28:53.5708062Z   Name:                    gfx90a                             
2025-06-01T21:28:53.5708747Z   Marketing Name:          AMD Instinct MI210                 
2025-06-01T21:28:53.5709398Z   Name:                    gfx90a                             
2025-06-01T21:28:53.5710042Z   Marketing Name:          AMD Instinct MI210                 
2025-06-01T21:28:53.5896304Z + MAYBE_ROCM=rocm/
2025-06-01T21:28:53.5896903Z + [[ linux-jammy-rocm-py3.10 == *xpu* ]]
2025-06-01T21:28:53.5897568Z + [[ linux-jammy-rocm-py3.10 != *-bazel-* ]]
2025-06-01T21:28:53.5898199Z + pip_install --user ninja==1.10.2
2025-06-01T21:28:53.5898895Z + pip_install_pkg='python3 -m pip install --progress-bar off'
2025-06-01T21:28:53.5899751Z + python3 -m pip install --progress-bar off --user ninja==1.10.2
2025-06-01T21:28:53.9800493Z Collecting ninja==1.10.2
2025-06-01T21:28:54.0461487Z   Downloading ninja-1.10.2-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl.metadata (5.0 kB)
2025-06-01T21:28:54.0639577Z Downloading ninja-1.10.2-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl (108 kB)
2025-06-01T21:28:54.5521165Z Installing collected packages: ninja
2025-06-01T21:28:54.5589965Z   WARNING: The script ninja is installed in '/var/lib/jenkins/.local/bin' which is not on PATH.
2025-06-01T21:28:54.5591669Z   Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location.
2025-06-01T21:28:54.5619606Z Successfully installed ninja-1.10.2
2025-06-01T21:28:54.6251313Z + export PATH=/var/lib/jenkins/.local/bin:/opt/cache/bin:/opt/rocm/llvm/bin:/opt/rocm/opencl/bin:/opt/rocm/hip/bin:/opt/rocm/hcc/bin:/opt/rocm/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
2025-06-01T21:28:54.6254718Z + PATH=/var/lib/jenkins/.local/bin:/opt/cache/bin:/opt/rocm/llvm/bin:/opt/rocm/opencl/bin:/opt/rocm/hip/bin:/opt/rocm/hcc/bin:/opt/rocm/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
2025-06-01T21:28:54.6256644Z + [[ linux-jammy-rocm-py3.10 == *aarch64* ]]
2025-06-01T21:28:54.6257225Z + install_tlparse
2025-06-01T21:28:54.6257687Z + pip_install --user tlparse==0.3.30
2025-06-01T21:28:54.6258401Z + pip_install_pkg='python3 -m pip install --progress-bar off'
2025-06-01T21:28:54.6259263Z + python3 -m pip install --progress-bar off --user tlparse==0.3.30
2025-06-01T21:28:55.0276261Z Collecting tlparse==0.3.30
2025-06-01T21:28:55.0773220Z   Downloading tlparse-0.3.30-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (1.9 kB)
2025-06-01T21:28:55.0980834Z Downloading tlparse-0.3.30-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.3 MB)
2025-06-01T21:28:55.6673404Z Installing collected packages: tlparse
2025-06-01T21:28:55.6974309Z Successfully installed tlparse-0.3.30
2025-06-01T21:28:55.7659580Z ++ python -m site --user-base
2025-06-01T21:28:55.7836300Z + PATH=/var/lib/jenkins/.local/bin:/var/lib/jenkins/.local/bin:/opt/cache/bin:/opt/rocm/llvm/bin:/opt/rocm/opencl/bin:/opt/rocm/hip/bin:/opt/rocm/hcc/bin:/opt/rocm/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
2025-06-01T21:28:55.7838669Z + [[ linux-jammy-rocm-py3.10 == *asan* ]]
2025-06-01T21:28:55.7839281Z + [[ linux-jammy-rocm-py3.10 == *-debug* ]]
2025-06-01T21:28:55.7839877Z + [[ linux-jammy-rocm-py3.10 != *-bazel-* ]]
2025-06-01T21:28:55.7841546Z + echo 'We are not in debug mode: linux-jammy-rocm-py3.10. Expect the assertion to pass'
2025-06-01T21:28:55.7842630Z We are not in debug mode: linux-jammy-rocm-py3.10. Expect the assertion to pass
2025-06-01T21:28:55.7843379Z + cd test
2025-06-01T21:28:55.7844014Z + python -c 'import torch; torch._C._crash_if_debug_asserts_fail(424242)'
2025-06-01T21:28:57.2413468Z + [[ slow == \n\o\g\p\u\_\N\O\_\A\V\X\2 ]]
2025-06-01T21:28:57.2413796Z + [[ slow == \n\o\g\p\u\_\A\V\X\5\1\2 ]]
2025-06-01T21:28:57.2415311Z + DYNAMO_BENCHMARK_FLAGS=()
2025-06-01T21:28:57.2416103Z + [[ slow == *pr_time_benchmarks* ]]
2025-06-01T21:28:57.2416451Z + [[ slow == *dynamo_eager* ]]
2025-06-01T21:28:57.2416722Z + [[ slow == *aot_eager* ]]
2025-06-01T21:28:57.2416982Z + [[ slow == *aot_inductor* ]]
2025-06-01T21:28:57.2417237Z + [[ slow == *max_autotune_inductor* ]]
2025-06-01T21:28:57.2417525Z + [[ slow == *inductor* ]]
2025-06-01T21:28:57.2417757Z + [[ slow == *dynamic* ]]
2025-06-01T21:28:57.2417982Z + [[ slow == *cpu* ]]
2025-06-01T21:28:57.2418266Z + DYNAMO_BENCHMARK_FLAGS+=(--device cuda)
2025-06-01T21:28:57.2447198Z + [[ linux-jammy-rocm-py3.10 == *libtorch* ]]
2025-06-01T21:28:57.2448111Z + [[ linux-jammy-rocm-py3.10 == *-bazel-* ]]
2025-06-01T21:28:57.2450974Z + cd test
2025-06-01T21:28:57.2454523Z + python -c 'import torch; print(torch.__config__.show())'
2025-06-01T21:28:58.4140726Z PyTorch built with:
2025-06-01T21:28:58.4141067Z   - GCC 11.4
2025-06-01T21:28:58.4141290Z   - C++ Version: 201703
2025-06-01T21:28:58.4141820Z   - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications
2025-06-01T21:28:58.4142460Z   - Intel(R) MKL-DNN v3.7.1 (Git Hash 8d263e693366ef8db40acc569cc7d8edf644556d)
2025-06-01T21:28:58.4142851Z   - OpenMP 201511 (a.k.a. OpenMP 4.5)
2025-06-01T21:28:58.4143170Z   - LAPACK is enabled (usually provided by MKL)
2025-06-01T21:28:58.4143469Z   - NNPACK is enabled
2025-06-01T21:28:58.4143709Z   - CPU capability usage: AVX2
2025-06-01T21:28:58.4143999Z   - HIP Runtime 6.4.43483
2025-06-01T21:28:58.4144223Z   - MIOpen 3.4.0
2025-06-01T21:28:58.4144421Z   - Magma 2.7.2
2025-06-01T21:28:58.4148909Z   - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, COMMIT_SHA=f7c09f864a6c6467a7454f1431340d3338473fd1, CXX_COMPILER=/opt/cache/bin/c++, CXX_FLAGS= -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOCUPTI -DLIBKINETO_NOXPUPTI=ON -DUSE_FBGEMM -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -DC10_NODEPRECATED -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=range-loop-construct -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-unknown-pragmas -Wno-unused-parameter -Wno-strict-overflow -Wno-strict-aliasing -Wno-stringop-overflow -Wsuggest-override -Wno-psabi -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, TORCH_VERSION=2.8.0, USE_CUDA=OFF, USE_CUDNN=OFF, USE_CUSPARSELT=OFF, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_GLOO=ON, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=ON, USE_ROCM_KERNEL_ASSERT=OFF, USE_XCCL=OFF, USE_XPU=OFF, 
2025-06-01T21:28:58.4152952Z 
2025-06-01T21:28:58.7009855Z + cd test
2025-06-01T21:28:58.7010295Z + python -c 'import torch; print(torch.__config__.parallel_info())'
2025-06-01T21:28:59.7942972Z ATen/Parallel:
2025-06-01T21:28:59.7943356Z 	at::get_num_threads() : 64
2025-06-01T21:28:59.7943676Z 	at::get_num_interop_threads() : 64
2025-06-01T21:28:59.7943967Z OpenMP 201511 (a.k.a. OpenMP 4.5)
2025-06-01T21:28:59.7944243Z 	omp_get_max_threads() : 64
2025-06-01T21:28:59.7944754Z Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications
2025-06-01T21:28:59.7945279Z 	mkl_get_max_threads() : 64
2025-06-01T21:28:59.7945625Z Intel(R) MKL-DNN v3.7.1 (Git Hash 8d263e693366ef8db40acc569cc7d8edf644556d)
2025-06-01T21:28:59.7946662Z std::thread::hardware_concurrency() : 64
2025-06-01T21:28:59.7946948Z Environment variables:
2025-06-01T21:28:59.7947196Z 	OMP_NUM_THREADS : [not set]
2025-06-01T21:28:59.7947439Z 	MKL_NUM_THREADS : [not set]
2025-06-01T21:28:59.7947688Z ATen parallel backend: OpenMP
2025-06-01T21:28:59.7947856Z 
2025-06-01T21:29:00.1578115Z + [[ slow == *numpy_2* ]]
2025-06-01T21:29:00.1578685Z + [[ linux-jammy-rocm-py3.10 == *aarch64* ]]
2025-06-01T21:29:00.1579199Z + [[ slow == *backward* ]]
2025-06-01T21:29:00.1579624Z + [[ slow == *xla* ]]
2025-06-01T21:29:00.1579988Z + [[ slow == *executorch* ]]
2025-06-01T21:29:00.1580422Z + [[ slow == \j\i\t\_\l\e\g\a\c\y ]]
2025-06-01T21:29:00.1580908Z + [[ linux-jammy-rocm-py3.10 == *libtorch* ]]
2025-06-01T21:29:00.1581381Z + [[ slow == distributed ]]
2025-06-01T21:29:00.1581780Z + [[ slow == *operator_benchmark* ]]
2025-06-01T21:29:00.1582210Z + [[ slow == *inductor_distributed* ]]
2025-06-01T21:29:00.1582651Z + [[ slow == *inductor-halide* ]]
2025-06-01T21:29:00.1583137Z + [[ slow == *inductor-triton-cpu* ]]
2025-06-01T21:29:00.1583599Z + [[ slow == *inductor-micro-benchmark* ]]
2025-06-01T21:29:00.1584069Z + [[ slow == *huggingface* ]]
2025-06-01T21:29:00.1584450Z + [[ slow == *timm* ]]
2025-06-01T21:29:00.1584808Z + [[ slow == cachebench ]]
2025-06-01T21:29:00.1585185Z + [[ slow == verify_cachebench ]]
2025-06-01T21:29:00.1585669Z + [[ slow == *torchbench* ]]
2025-06-01T21:29:00.1586137Z + [[ slow == *inductor_cpp_wrapper* ]]
2025-06-01T21:29:00.1586646Z + [[ slow == *inductor* ]]
2025-06-01T21:29:00.1587095Z + [[ slow == *dynamo_wrapped* ]]
2025-06-01T21:29:00.1587461Z + [[ linux-jammy-rocm-py3.10 == *rocm* ]]
2025-06-01T21:29:00.1587714Z + [[ -n '' ]]
2025-06-01T21:29:00.1587890Z + [[ 2 == 1 ]]
2025-06-01T21:29:00.1588058Z + [[ 2 == 2 ]]
2025-06-01T21:29:00.1588211Z + [[ 2 -gt 1 ]]
2025-06-01T21:29:00.1588376Z + install_torchvision
2025-06-01T21:29:00.1588558Z + local orig_preload
2025-06-01T21:29:00.1588729Z + local commit
2025-06-01T21:29:00.1588897Z ++ get_pinned_commit vision
2025-06-01T21:29:00.1589106Z ++ cat .github/ci_commit_pins/vision.txt
2025-06-01T21:29:00.1709593Z + commit=966da7e46f65d6d49df3e31214470a4fe5cc8e66
2025-06-01T21:29:00.1710295Z + orig_preload=
2025-06-01T21:29:00.1710695Z + '[' -n '' ']'
2025-06-01T21:29:00.1711704Z + pip_install --no-use-pep517 --user git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66
2025-06-01T21:29:00.1712951Z + pip_install_pkg='python3 -m pip install --progress-bar off'
2025-06-01T21:29:00.1714359Z + python3 -m pip install --progress-bar off --no-use-pep517 --user git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66
2025-06-01T21:29:00.4714512Z Collecting git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66
2025-06-01T21:29:00.4716221Z   Cloning https://github.com/pytorch/vision.git (to revision 966da7e46f65d6d49df3e31214470a4fe5cc8e66) to /tmp/pip-req-build-tl_wfu24
2025-06-01T21:29:00.4807223Z   Running command git clone --filter=blob:none --quiet https://github.com/pytorch/vision.git /tmp/pip-req-build-tl_wfu24
2025-06-01T21:29:03.4978334Z   Running command git rev-parse -q --verify 'sha^966da7e46f65d6d49df3e31214470a4fe5cc8e66'
2025-06-01T21:29:03.5002761Z   Running command git fetch -q https://github.com/pytorch/vision.git 966da7e46f65d6d49df3e31214470a4fe5cc8e66
2025-06-01T21:29:03.9179764Z   Running command git checkout -q 966da7e46f65d6d49df3e31214470a4fe5cc8e66
2025-06-01T21:29:04.5406124Z   Resolved https://github.com/pytorch/vision.git to commit 966da7e46f65d6d49df3e31214470a4fe5cc8e66
2025-06-01T21:29:06.9362017Z   Preparing metadata (setup.py) ... [?25l- \ | / done
2025-06-01T21:29:06.9422115Z [?25hRequirement already satisfied: numpy in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torchvision==0.22.0a0+966da7e) (1.22.4)
2025-06-01T21:29:06.9426314Z Requirement already satisfied: torch in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torchvision==0.22.0a0+966da7e) (2.8.0a0+gitf7c09f8)
2025-06-01T21:29:06.9429761Z Requirement already satisfied: pillow!=8.3.*,>=5.3.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torchvision==0.22.0a0+966da7e) (11.0.0)
2025-06-01T21:29:06.9544715Z Requirement already satisfied: filelock in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->torchvision==0.22.0a0+966da7e) (3.16.1)
2025-06-01T21:29:06.9549163Z Requirement already satisfied: typing-extensions>=4.10.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->torchvision==0.22.0a0+966da7e) (4.13.2)
2025-06-01T21:29:06.9558459Z Requirement already satisfied: sympy>=1.13.3 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->torchvision==0.22.0a0+966da7e) (1.13.3)
2025-06-01T21:29:06.9565675Z Requirement already satisfied: networkx in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->torchvision==0.22.0a0+966da7e) (2.8.8)
2025-06-01T21:29:06.9572612Z Requirement already satisfied: jinja2 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->torchvision==0.22.0a0+966da7e) (3.1.6)
2025-06-01T21:29:06.9578058Z Requirement already satisfied: fsspec in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->torchvision==0.22.0a0+966da7e) (2024.10.0)
2025-06-01T21:29:06.9608336Z Requirement already satisfied: mpmath<1.4,>=1.1.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from sympy>=1.13.3->torch->torchvision==0.22.0a0+966da7e) (1.3.0)
2025-06-01T21:29:07.0132268Z Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from jinja2->torch->torchvision==0.22.0a0+966da7e) (3.0.2)
2025-06-01T21:29:07.0172812Z Building wheels for collected packages: torchvision
2025-06-01T21:29:07.0276753Z   DEPRECATION: Building 'torchvision' using the legacy setup.py bdist_wheel mechanism, which will be removed in a future version. pip 25.3 will enforce this behaviour change. A possible replacement is to use the standardized build interface by setting the `--use-pep517` option, (possibly combined with `--no-build-isolation`), or adding a `pyproject.toml` file to the source tree of 'torchvision'. Discussion can be found at https://github.com/pypa/pip/issues/6334
2025-06-01T21:29:58.1020644Z   Building wheel for torchvision (setup.py) ... [?25l- \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | done
2025-06-01T21:29:58.1064849Z [?25h  Created wheel for torchvision: filename=torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl size=1575903 sha256=8bd21c59f58ad9377166851f7b2ff8b26f263a7f3be4791b5414397d0008a535
2025-06-01T21:29:58.1067061Z   Stored in directory: /var/lib/jenkins/.cache/pip/wheels/9c/9d/3e/42fa2d5ac6ba44a90363f8fff0fa9e712e24d4f977637c81cb
2025-06-01T21:29:58.1125888Z Successfully built torchvision
2025-06-01T21:29:58.5593654Z Installing collected packages: torchvision
2025-06-01T21:29:58.8900655Z Successfully installed torchvision-0.22.0a0+966da7e
2025-06-01T21:29:59.0068127Z + '[' -n '' ']'
2025-06-01T21:29:59.0068638Z + test_python_shard 2
2025-06-01T21:29:59.0069188Z + [[ -z 2 ]]
2025-06-01T21:29:59.0070331Z + python test/run_test.py --exclude-jit-executor --exclude-distributed-tests --shard 2 2 --verbose --upload-artifacts-while-running
2025-06-01T21:29:59.0964800Z /var/lib/jenkins/pytorch/test/run_test.py:24: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html
2025-06-01T21:29:59.0966321Z   import pkg_resources
2025-06-01T21:30:01.8026722Z Excluding test_cuda_nvml_based_avail on ROCm
2025-06-01T21:30:02.8211146Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json to /var/lib/jenkins/pytorch/test/.pytorch-disabled-tests.json
2025-06-01T21:30:03.5896614Z Ignoring disabled issues:  ['']
2025-06-01T21:30:03.6269647Z Found test times from artifacts
2025-06-01T21:30:03.6981428Z Found test times from artifacts
2025-06-01T21:30:03.7003378Z Running all tests
2025-06-01T21:30:03.7328826Z Running parallel tests on 2 processes
2025-06-01T21:30:03.7342816Z Name: tests to run (est. time: 128.95min)
2025-06-01T21:30:03.7343547Z   Serial tests (0):
2025-06-01T21:30:03.7343997Z   Parallel tests (263):
2025-06-01T21:30:03.7344541Z     inductor/test_compiled_autograd 1/2
2025-06-01T21:30:03.7361436Z     inductor/test_compiled_autograd 2/2
2025-06-01T21:30:03.7361762Z     dynamo/test_unittest 1/1
2025-06-01T21:30:03.7362012Z     test_sparse_csr 1/1
2025-06-01T21:30:03.7362244Z     test_sparse 2/2
2025-06-01T21:30:03.7362479Z     functorch/test_rearrange 1/1
2025-06-01T21:30:03.7362761Z     functorch/test_parsing 1/1
2025-06-01T21:30:03.7363017Z     test_package 1/1
2025-06-01T21:30:03.7363269Z     inductor/test_external_callables 1/1
2025-06-01T21:30:03.7363632Z     inductor/test_torchinductor_strided_blocks 1/1
2025-06-01T21:30:03.7363970Z     inductor/test_utils 1/1
2025-06-01T21:30:03.7364211Z     test_autoload 1/1
2025-06-01T21:30:03.7364456Z     inductor/test_triton_syntax 1/1
2025-06-01T21:30:03.7364718Z     torch_np/test_ufuncs_basic 1/1
2025-06-01T21:30:03.7364987Z     test_per_overload_api 1/1
2025-06-01T21:30:03.7365243Z     test_ao_sparsity 1/1
2025-06-01T21:30:03.7365501Z     export/test_retraceability 1/1
2025-06-01T21:30:03.7365773Z     inductor/test_triton_kernels 1/1
2025-06-01T21:30:03.7366071Z     inductor/test_cpp_wrapper_hipify 1/1
2025-06-01T21:30:03.7366366Z     dynamo/test_recompiles 1/1
2025-06-01T21:30:03.7366621Z     inductor/test_flex_decoding 1/1
2025-06-01T21:30:03.7366894Z     inductor/test_inductor_annotations 1/1
2025-06-01T21:30:03.7367190Z     inductor/test_kernel_benchmark 1/1
2025-06-01T21:30:03.7367474Z     inductor/test_aot_inductor_arrayref 1/1
2025-06-01T21:30:03.7367859Z     test_comparison_utils 1/1
2025-06-01T21:30:03.7368117Z     dynamo/test_skip_guard_eval_unsafe 1/1
2025-06-01T21:30:03.7368399Z     test_appending_byte_serializer 1/1
2025-06-01T21:30:03.7368665Z     test_mkl_verbose 1/1
2025-06-01T21:30:03.7368902Z     test_transformers 1/1
2025-06-01T21:30:03.7369145Z     dynamo/test_resume 1/1
2025-06-01T21:30:03.7369382Z     test_utils_config_module 1/1
2025-06-01T21:30:03.7369950Z     inductor/test_pad_mm 1/1
2025-06-01T21:30:03.7370199Z     inductor/test_fx_fusion 1/1
2025-06-01T21:30:03.7370443Z     inductor/test_smoke 1/1
2025-06-01T21:30:03.7370683Z     torch_np/test_binary_ufuncs 1/1
2025-06-01T21:30:03.7370970Z     export/test_functionalized_assertions 1/1
2025-06-01T21:30:03.7371265Z     torch_np/test_unary_ufuncs 1/1
2025-06-01T21:30:03.7371535Z     export/test_unflatten_training_ir 1/1
2025-06-01T21:30:03.7371807Z     dynamo/test_base_output 1/1
2025-06-01T21:30:03.7372060Z     test_functionalization 1/1
2025-06-01T21:30:03.7372305Z     dynamo/test_global 1/1
2025-06-01T21:30:03.7372547Z     inductor/test_inductor_utils 1/1
2025-06-01T21:30:03.7372813Z     functorch/test_ac_logging 1/1
2025-06-01T21:30:03.7373068Z     dynamo/test_nops 1/1
2025-06-01T21:30:03.7373316Z     inductor/test_provenance_tracing 1/1
2025-06-01T21:30:03.7373588Z     test_foreach 1/1
2025-06-01T21:30:03.7373807Z     test_fx_experimental 1/1
2025-06-01T21:30:03.7374056Z     inductor/test_ck_backend 1/1
2025-06-01T21:30:03.7374299Z     dynamo/test_metrics_context 1/1
2025-06-01T21:30:03.7374567Z     torch_np/test_nep50_examples 1/1
2025-06-01T21:30:03.7374836Z     torch_np/test_scalars_0D_arrays 1/1
2025-06-01T21:30:03.7375113Z     inductor/test_ordered_set 1/1
2025-06-01T21:30:03.7375373Z     inductor/test_cudagraph_trees 1/1
2025-06-01T21:30:03.7375661Z     inductor/test_aot_inductor_custom_ops 1/1
2025-06-01T21:30:03.7375951Z     dynamo/test_functions 1/1
2025-06-01T21:30:03.7376190Z     test_hop_infra 1/1
2025-06-01T21:30:03.7376408Z     test_custom_ops 1/1
2025-06-01T21:30:03.7376627Z     dynamo/test_dicts 1/1
2025-06-01T21:30:03.7376857Z     inductor/test_debug_trace 1/1
2025-06-01T21:30:03.7377103Z     export/test_tree_utils 1/1
2025-06-01T21:30:03.7377344Z     dynamo/test_interop 1/1
2025-06-01T21:30:03.7377578Z     torch_np/test_dtype 1/1
2025-06-01T21:30:03.7378016Z     export/test_export_training_ir_to_run_decomp 1/1
2025-06-01T21:30:03.7378340Z     inductor/test_extension_backend 1/1
2025-06-01T21:30:03.7378603Z     test_license 1/1
2025-06-01T21:30:03.7378877Z     inductor/test_memory_planning 1/1
2025-06-01T21:30:03.7379150Z     inductor/test_minifier_utils 1/1
2025-06-01T21:30:03.7379410Z     dynamo/test_frame_init 1/1
2025-06-01T21:30:03.7379668Z     higher_order_ops/test_with_effects 1/1
2025-06-01T21:30:03.7379941Z     export/test_serdes 1/1
2025-06-01T21:30:03.7380171Z     dynamo/test_modules 1/1
2025-06-01T21:30:03.7380403Z     inductor/test_b2b_gemm 1/1
2025-06-01T21:30:03.7380639Z     test_flop_counter 1/1
2025-06-01T21:30:03.7380867Z     test_expanded_weights 1/1
2025-06-01T21:30:03.7381106Z     test_mkldnn_verbose 1/1
2025-06-01T21:30:03.7381328Z     export/test_export 1/1
2025-06-01T21:30:03.7381587Z     inductor/test_move_constructors_to_cuda 1/1
2025-06-01T21:30:03.7381878Z     test_pruning_op 1/1
2025-06-01T21:30:03.7382103Z     test_proxy_tensor 1/1
2025-06-01T21:30:03.7382322Z     test_deploy 1/1
2025-06-01T21:30:03.7382522Z     test_typing 1/1
2025-06-01T21:30:03.7382749Z     inductor/test_torchinductor_opinfo 2/7
2025-06-01T21:30:03.7383044Z     inductor/test_torchinductor_opinfo 4/7
2025-06-01T21:30:03.7383327Z     inductor/test_torchinductor_opinfo 6/7
2025-06-01T21:30:03.7383614Z     inductor/test_compiled_optimizers 1/1
2025-06-01T21:30:03.7383879Z     test_logging 1/1
2025-06-01T21:30:03.7384085Z     torch_np/test_random 1/1
2025-06-01T21:30:03.7384332Z     dynamo/test_skip_non_tensor 1/1
2025-06-01T21:30:03.7384594Z     inductor/test_combo_kernels 1/1
2025-06-01T21:30:03.7384850Z     inductor/test_metrics 1/1
2025-06-01T21:30:03.7385088Z     dynamo/test_utils 1/1
2025-06-01T21:30:03.7385336Z     inductor/test_coordinate_descent_tuner 1/1
2025-06-01T21:30:03.7385631Z     dynamo/test_pre_dispatch 1/1
2025-06-01T21:30:03.7385878Z     functorch/test_ops 1/3
2025-06-01T21:30:03.7386105Z     functorch/test_ops 3/3
2025-06-01T21:30:03.7386342Z     export/test_export_legacy 1/1
2025-06-01T21:30:03.7386615Z     inductor/test_cooperative_reductions 1/1
2025-06-01T21:30:03.7387043Z     export/test_tools 1/1
2025-06-01T21:30:03.7387326Z     inductor/test_inplacing_pass 1/1
2025-06-01T21:30:03.7387784Z     inductor/test_triton_heuristics 1/1
2025-06-01T21:30:03.7388405Z     functorch/test_minifier 1/1
2025-06-01T21:30:03.7388960Z     inductor/test_profiler 1/1
2025-06-01T21:30:03.7389420Z     test_jit_fuser_te 1/2
2025-06-01T21:30:03.7389848Z     test_jit_fuser_te 2/2
2025-06-01T21:30:03.7390281Z     inductor/test_xpu_basic 1/1
2025-06-01T21:30:03.7390861Z     inductor/test_torchinductor_codegen_dynamic_shapes 2/2
2025-06-01T21:30:03.7391510Z     inductor/test_control_flow 1/1
2025-06-01T21:30:03.7392060Z     inductor/test_torchinductor_dynamic_shapes 1/2
2025-06-01T21:30:03.7392665Z     inductor/test_cudacodecache 1/1
2025-06-01T21:30:03.7393194Z     inductor/test_aot_inductor_utils 1/1
2025-06-01T21:30:03.7393756Z     inductor/test_cpu_select_algorithm 1/1
2025-06-01T21:30:03.7394269Z     test_hub 1/1
2025-06-01T21:30:03.7394665Z     inductor/test_perf 1/1
2025-06-01T21:30:03.7395101Z     test_ops_jit 1/1
2025-06-01T21:30:03.7395617Z     inductor/test_cudagraph_trees_expandable_segments 1/1
2025-06-01T21:30:03.7396253Z     inductor/test_layout_optim 1/1
2025-06-01T21:30:03.7396751Z     nn/test_multihead_attention 1/1
2025-06-01T21:30:03.7397264Z     inductor/test_custom_lowering 1/1
2025-06-01T21:30:03.7397899Z     dynamo/test_after_aot 1/1
2025-06-01T21:30:03.7398362Z     xpu/test_gemm 1/1
2025-06-01T21:30:03.7398782Z     dynamo/test_optimizers 1/1
2025-06-01T21:30:03.7399249Z     profiler/test_profiler 1/1
2025-06-01T21:30:03.7399711Z     test_ops_gradients 1/2
2025-06-01T21:30:03.7400180Z     functorch/test_eager_transforms 1/1
2025-06-01T21:30:03.7400706Z     inductor/test_snode_runtime 1/1
2025-06-01T21:30:03.7401194Z     inductor/test_memory 1/1
2025-06-01T21:30:03.7401659Z     inductor/test_op_dtype_prop 1/1
2025-06-01T21:30:03.7402516Z     dynamo/test_cudagraphs_expandable_segments 1/1
2025-06-01T21:30:03.7403101Z     inductor/test_inductor_freezing 1/1
2025-06-01T21:30:03.7403634Z     dynamo/test_export_mutations 1/1
2025-06-01T21:30:03.7404138Z     dynamo/test_modes 1/1
2025-06-01T21:30:03.7404559Z     test_weak 1/1
2025-06-01T21:30:03.7404959Z     inductor/test_async_compile 1/1
2025-06-01T21:30:03.7405456Z     dynamo/test_decorators 1/1
2025-06-01T21:30:03.7405927Z     export/test_unflatten 1/1
2025-06-01T21:30:03.7406429Z     inductor/test_mkldnn_pattern_matcher 1/1
2025-06-01T21:30:03.7406974Z     test_subclass 1/1
2025-06-01T21:30:03.7407477Z     inductor/test_loop_ordering 1/1
2025-06-01T21:30:03.7408035Z     test_masked 1/1
2025-06-01T21:30:03.7408576Z     torch_np/numpy_tests/lib/test_function_base 1/1
2025-06-01T21:30:03.7409102Z     higher_order_ops/test_invoke_subgraph 1/1
2025-06-01T21:30:03.7409438Z     lazy/test_step_closures 1/1
2025-06-01T21:30:03.7409687Z     test_content_store 1/1
2025-06-01T21:30:03.7409955Z     torch_np/numpy_tests/core/test_multiarray 1/1
2025-06-01T21:30:03.7410239Z     test_modules 3/3
2025-06-01T21:30:03.7410463Z     dynamo/test_model_output 1/1
2025-06-01T21:30:03.7410742Z     torch_np/numpy_tests/core/test_numeric 1/1
2025-06-01T21:30:03.7411029Z     test_numba_integration 1/1
2025-06-01T21:30:03.7411279Z     inductor/test_fused_attention 1/1
2025-06-01T21:30:03.7411552Z     profiler/test_record_function 1/1
2025-06-01T21:30:03.7411807Z     nn/test_lazy_modules 1/1
2025-06-01T21:30:03.7412038Z     test_type_hints 1/1
2025-06-01T21:30:03.7412271Z     dynamo/test_verify_correctness 1/1
2025-06-01T21:30:03.7412531Z     test_jiterator 1/1
2025-06-01T21:30:03.7412749Z     inductor/test_padding 1/1
2025-06-01T21:30:03.7412985Z     test_matmul_cuda 1/1
2025-06-01T21:30:03.7413220Z     nn/test_parametrization 1/1
2025-06-01T21:30:03.7413488Z     dynamo/test_backward_higher_order_ops 1/1
2025-06-01T21:30:03.7413760Z     test_datapipe 1/1
2025-06-01T21:30:03.7413989Z     inductor/test_unbacked_symints 1/1
2025-06-01T21:30:03.7414255Z     dynamo/test_cudagraphs 1/1
2025-06-01T21:30:03.7414495Z     test_maskedtensor 1/1
2025-06-01T21:30:03.7414870Z     test_monitor 1/1
2025-06-01T21:30:03.7415098Z     inductor/test_auto_functionalize 1/1
2025-06-01T21:30:03.7415389Z     inductor/test_efficient_conv_bn_eval 1/1
2025-06-01T21:30:03.7415657Z     test_decomp 3/11
2025-06-01T21:30:03.7415861Z     test_decomp 4/11
2025-06-01T21:30:03.7416064Z     test_decomp 7/11
2025-06-01T21:30:03.7416267Z     test_decomp 8/11
2025-06-01T21:30:03.7416465Z     test_decomp 11/11
2025-06-01T21:30:03.7416695Z     test_set_default_mobile_cpu_allocator 1/1
2025-06-01T21:30:03.7416986Z     functorch/test_logging 1/1
2025-06-01T21:30:03.7417279Z     export/test_serialize 1/1
2025-06-01T21:30:03.7417634Z     inductor/test_mps_basic 1/1
2025-06-01T21:30:03.7418170Z     export/test_lift_unlift 1/1
2025-06-01T21:30:03.7418730Z     inductor/test_cpu_repro 1/1
2025-06-01T21:30:03.7419216Z     test_stateless 1/1
2025-06-01T21:30:03.7419647Z     dynamo/test_profiler 1/1
2025-06-01T21:30:03.7420114Z     dynamo/test_higher_order_ops 1/1
2025-06-01T21:30:03.7420625Z     test_fx_reinplace_pass 1/1
2025-06-01T21:30:03.7421097Z     dynamo/test_deviceguard 1/1
2025-06-01T21:30:03.7421554Z     dynamo/test_pgo 1/1
2025-06-01T21:30:03.7421975Z     dynamo/test_backends 1/1
2025-06-01T21:30:03.7422426Z     dynamo/test_debug_utils 1/1
2025-06-01T21:30:03.7422923Z     dynamo/test_activation_checkpointing 1/1
2025-06-01T21:30:03.7423449Z     nn/test_pruning 1/1
2025-06-01T21:30:03.7423866Z     dynamo/test_aot_autograd 1/1
2025-06-01T21:30:03.7424342Z     test_dynamic_shapes 1/1
2025-06-01T21:30:03.7424810Z     functorch/test_control_flow 1/1
2025-06-01T21:30:03.7425351Z     torch_np/numpy_tests/lib/test_arraypad 1/1
2025-06-01T21:30:03.7425909Z     dynamo/test_base_hop 1/1
2025-06-01T21:30:03.7426422Z     torch_np/numpy_tests/core/test_indexing 1/1
2025-06-01T21:30:03.7426996Z     export/test_experimental 1/1
2025-06-01T21:30:03.7427486Z     export/test_hop 1/1
2025-06-01T21:30:03.7428238Z     export/test_draft_export 1/1
2025-06-01T21:30:03.7428706Z     test_accelerator 1/1
2025-06-01T21:30:03.7429140Z     test_cuda_sanitizer 1/1
2025-06-01T21:30:03.7429577Z     test_shape_ops 1/1
2025-06-01T21:30:03.7429972Z     test_itt 1/1
2025-06-01T21:30:03.7430384Z     dynamo/test_aot_autograd_cache 1/1
2025-06-01T21:30:03.7430921Z     dynamo/test_compiler_bisector 1/1
2025-06-01T21:30:03.7431449Z     test_model_exports_to_core_aten 1/1
2025-06-01T21:30:03.7431972Z     dynamo/test_trace_rules 1/1
2025-06-01T21:30:03.7432434Z     inductor/test_mmdecomp 1/1
2025-06-01T21:30:03.7432900Z     export/test_converter 1/1
2025-06-01T21:30:03.7433368Z     dynamo/test_python_autograd 1/1
2025-06-01T21:30:03.7433847Z     test_tensorboard 1/1
2025-06-01T21:30:03.7434271Z     optim/test_swa_utils 1/1
2025-06-01T21:30:03.7434707Z     test_futures 1/1
2025-06-01T21:30:03.7435108Z     nn/test_load_state_dict 1/1
2025-06-01T21:30:03.7435562Z     test_bundled_inputs 1/1
2025-06-01T21:30:03.7436092Z     torch_np/numpy_tests/core/test_scalar_methods 1/1
2025-06-01T21:30:03.7436664Z     test_linalg 1/2
2025-06-01T21:30:03.7437138Z     torch_np/numpy_tests/core/test_shape_base 1/1
2025-06-01T21:30:03.7437811Z     dynamo/test_ctx_manager 1/1
2025-06-01T21:30:03.7438275Z     test_functional_optim 1/1
2025-06-01T21:30:03.7438801Z     torch_np/numpy_tests/lib/test_twodim_base 1/1
2025-06-01T21:30:03.7439356Z     test_schema_check 1/1
2025-06-01T21:30:03.7439853Z     torch_np/numpy_tests/lib/test_arraysetops 1/1
2025-06-01T21:30:03.7440424Z     dynamo/test_input_attr_tracking 1/1
2025-06-01T21:30:03.7440945Z     dynamo/test_hooks 1/1
2025-06-01T21:30:03.7441380Z     test_scatter_gather_ops 1/1
2025-06-01T21:30:03.7441841Z     test_dataloader 1/1
2025-06-01T21:30:03.7442296Z     torch_np/test_ndarray_methods 1/1
2025-06-01T21:30:03.7442803Z     nn/test_module_hooks 1/1
2025-06-01T21:30:03.7443250Z     dynamo/test_generator 1/1
2025-06-01T21:30:03.7443700Z     test_unary_ufuncs 1/1
2025-06-01T21:30:03.7444132Z     lazy/test_ts_opinfo 1/1
2025-06-01T21:30:03.7444595Z     lazy/test_extract_compiled_graph 1/1
2025-06-01T21:30:03.7445428Z     dynamo/test_subclasses 1/1
2025-06-01T21:30:03.7445959Z     torch_np/numpy_tests/lib/test_index_tricks 1/1
2025-06-01T21:30:03.7446524Z     test_jit_llga_fuser 1/1
2025-06-01T21:30:03.7446976Z     test_vulkan 1/1
2025-06-01T21:30:03.7447421Z     test_ops 1/3
2025-06-01T21:30:03.7447901Z     test_serialization 1/1
2025-06-01T21:30:03.7448439Z     dynamo/test_recompile_ux 1/1
2025-06-01T21:30:03.7448898Z     test_testing 1/1
2025-06-01T21:30:03.7449179Z     torch_np/numpy_tests/fft/test_pocketfft 1/1
2025-06-01T21:30:03.7449522Z     torch_np/numpy_tests/lib/test_shape_base_ 1/1
2025-06-01T21:30:03.7449814Z     nn/test_init 1/1
2025-06-01T21:30:03.7450032Z     test_mkldnn_fusion 1/1
2025-06-01T21:30:03.7450289Z     torch_np/numpy_tests/core/test_dlpack 1/1
2025-06-01T21:30:03.7450575Z     test_xnnpack_integration 1/3
2025-06-01T21:30:03.7450831Z     test_xnnpack_integration 3/3
2025-06-01T21:30:03.7451090Z     test_quantization 2/6
2025-06-01T21:30:03.7451324Z     test_quantization 3/6
2025-06-01T21:30:03.7451556Z     test_quantization 6/6
2025-06-01T21:30:03.7451784Z     lazy/test_reuse_ir 1/1
2025-06-01T21:30:03.7452008Z     lazy/test_bindings 1/1
2025-06-01T21:30:03.7452361Z     cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic 1/1
2025-06-01T21:30:03.7452869Z     cpp_extensions/python_agnostic_extension/test/test_python_agnostic 1/1
2025-06-01T21:30:03.7453274Z     dynamo/test_buffers_override 1/1
2025-06-01T21:30:03.7453550Z     dynamo/test_deque_reconstruct 1/1
2025-06-01T21:30:03.7453822Z     dynamo/test_guard_serialization 1/1
2025-06-01T21:30:03.7454095Z     dynamo/test_inline_and_install 1/1
2025-06-01T21:30:03.7454369Z     dynamo/test_install_free_tensors 1/1
2025-06-01T21:30:03.7454643Z     export/test_export_strict 1/1
2025-06-01T21:30:03.7454928Z     export/test_export_with_inline_and_install 1/1
2025-06-01T21:30:03.7455228Z     export/test_package 1/1
2025-06-01T21:30:03.7455624Z     inductor/test_alignment 1/1
2025-06-01T21:30:03.7455864Z     inductor/test_best_config 1/1
2025-06-01T21:30:03.7456120Z     inductor/test_compile 1/1
2025-06-01T21:30:03.7456373Z     inductor/test_compile_subprocess 1/1
2025-06-01T21:30:03.7456655Z Name: excluded (est. time: 0.0min)
2025-06-01T21:30:03.7456919Z   Serial tests (0):
2025-06-01T21:30:03.7457166Z   Parallel tests (0):
2025-06-01T21:30:03.7471284Z Running inductor/test_compiled_autograd 1/2 ... [2025-06-01 21:30:03.746644]
2025-06-01T21:30:03.7472144Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:30:03.7474098Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compiled_autograd.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:30:03.746913]
2025-06-01T21:30:13.2317887Z 
2025-06-01T21:30:13.2319679Z inductor/test_compiled_autograd 1/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compiled_autograd_1.2_6f206e321d69b394_.log
2025-06-01T21:30:13.2321023Z Running 0 items in this shard:
2025-06-01T21:30:13.2321322Z 
2025-06-01T21:30:13.2327236Z Running inductor/test_compiled_autograd 2/2 ... [2025-06-01 21:30:13.232290]
2025-06-01T21:30:13.2328146Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:30:13.2334002Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compiled_autograd.py', '-m', 'serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:30:13.232849]
2025-06-01T21:30:21.8168456Z 
2025-06-01T21:30:21.8170063Z inductor/test_compiled_autograd 2/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compiled_autograd_2.2_949037b660928fe1_.log
2025-06-01T21:30:21.8171187Z Running 0 items in this shard:
2025-06-01T21:30:21.8171469Z 
2025-06-01T21:30:21.8173819Z Running dynamo/test_unittest 1/1 ... [2025-06-01 21:30:21.816995]
2025-06-01T21:30:21.8181301Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:30:21.8182122Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_unittest.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:30:21.817394]
2025-06-01T21:30:25.0896487Z 
2025-06-01T21:30:25.0898248Z dynamo/test_unittest 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_unittest_1.1_7a799d87f0507cd2_.log
2025-06-01T21:30:25.0899607Z Running 0 items in this shard:
2025-06-01T21:30:25.0899955Z 
2025-06-01T21:30:25.0900806Z Running test_sparse_csr 1/1 ... [2025-06-01 21:30:25.089728]
2025-06-01T21:30:25.0901513Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:30:25.0904016Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_sparse_csr.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:30:25.090052]
2025-06-01T21:30:30.7180532Z 
2025-06-01T21:30:30.7181988Z test_sparse_csr 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_csr_1.1_17ac0a7aa2bec257_.log
2025-06-01T21:30:30.7183431Z Running 0 items in this shard:
2025-06-01T21:30:30.7183834Z 
2025-06-01T21:30:30.7184164Z Running test_sparse 2/2 ... [2025-06-01 21:30:30.717954]
2025-06-01T21:30:30.7184820Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:30:30.7186616Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_sparse.py', '-m', 'serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:30:30.718257]
2025-06-01T21:30:35.8449080Z 
2025-06-01T21:30:35.8450675Z test_sparse 2/2 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_2.2_5e1dd2bcfb786bba_.log
2025-06-01T21:30:35.8451886Z Running 0 items in this shard:
2025-06-01T21:30:35.8452227Z 
2025-06-01T21:30:35.8452590Z Running functorch/test_rearrange 1/1 ... [2025-06-01 21:30:35.844469]
2025-06-01T21:30:35.8453354Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:30:35.8457517Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_rearrange.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:30:35.845019]
2025-06-01T21:30:39.0173421Z 
2025-06-01T21:30:39.0175084Z functorch/test_rearrange 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_rearrange_1.1_1aa94e2b8a7d1b41_.log
2025-06-01T21:30:39.0176540Z Running 0 items in this shard:
2025-06-01T21:30:39.0176891Z 
2025-06-01T21:30:39.0179590Z Running functorch/test_parsing 1/1 ... [2025-06-01 21:30:39.017530]
2025-06-01T21:30:39.0180491Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:30:39.0187076Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_parsing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:30:39.018085]
2025-06-01T21:30:42.0902556Z 
2025-06-01T21:30:42.0904270Z functorch/test_parsing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_parsing_1.1_f403eaf0b395ad17_.log
2025-06-01T21:30:42.0905442Z Running 0 items in this shard:
2025-06-01T21:30:42.0905740Z 
2025-06-01T21:30:42.0907351Z Running test_package 1/1 ... [2025-06-01 21:30:42.090289]
2025-06-01T21:30:42.0908038Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:30:42.0914501Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_package.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:30:42.090837]
2025-06-01T21:30:45.3636188Z 
2025-06-01T21:30:45.3637653Z test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_package_1.1_6b2918547ef8d148_.log
2025-06-01T21:30:45.3638657Z Running 0 items in this shard:
2025-06-01T21:30:45.3638931Z 
2025-06-01T21:30:45.3643334Z Running inductor/test_external_callables 1/1 ... [2025-06-01 21:30:45.363920]
2025-06-01T21:30:45.3644038Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:30:45.3650383Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_external_callables.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:30:45.364504]
2025-06-01T21:30:48.8374947Z 
2025-06-01T21:30:48.8376075Z inductor/test_external_callables 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_external_callables_1.1_62cc450b3a863198_.log
2025-06-01T21:30:48.8377520Z Running 0 items in this shard:
2025-06-01T21:30:48.8377821Z 
2025-06-01T21:30:48.8378478Z Running inductor/test_torchinductor_strided_blocks 1/1 ... [2025-06-01 21:30:48.837481]
2025-06-01T21:30:48.8379206Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:30:48.8385969Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_strided_blocks.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:30:48.838067]
2025-06-01T21:30:56.1698335Z 
2025-06-01T21:30:56.1700386Z inductor/test_torchinductor_strided_blocks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_strided_blocks_1.1_2edd41db6dd34ef7_.log
2025-06-01T21:30:56.1702889Z Running 0 items in this shard:
2025-06-01T21:30:56.1703171Z 
2025-06-01T21:30:56.1705008Z Running inductor/test_utils 1/1 ... [2025-06-01 21:30:56.170119]
2025-06-01T21:30:56.1705711Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:30:56.1711975Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:30:56.170677]
2025-06-01T21:30:59.3435545Z 
2025-06-01T21:30:59.3437414Z inductor/test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_utils_1.1_451becd6ff956501_.log
2025-06-01T21:30:59.3438723Z Running 0 items in this shard:
2025-06-01T21:30:59.3439100Z 
2025-06-01T21:30:59.3443271Z Running test_autoload 1/1 ... [2025-06-01 21:30:59.343802]
2025-06-01T21:30:59.3444013Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:30:59.3448367Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_autoload.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:30:59.344311]
2025-06-01T21:31:02.4668230Z 
2025-06-01T21:31:02.4669881Z test_autoload 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autoload_1.1_cdefdf470cf168ac_.log
2025-06-01T21:31:02.4671139Z Running 0 items in this shard:
2025-06-01T21:31:02.4671483Z 
2025-06-01T21:31:02.4675495Z Running inductor/test_triton_syntax 1/1 ... [2025-06-01 21:31:02.467064]
2025-06-01T21:31:02.4676385Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:31:02.4685886Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_syntax.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:31:02.467619]
2025-06-01T21:31:09.1977653Z 
2025-06-01T21:31:09.1979098Z inductor/test_triton_syntax 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_syntax_1.1_cf563079dc936688_.log
2025-06-01T21:31:09.1980537Z Running 0 items in this shard:
2025-06-01T21:31:09.1980875Z 
2025-06-01T21:31:09.1985830Z Running torch_np/test_ufuncs_basic 1/1 ... [2025-06-01 21:31:09.198021]
2025-06-01T21:31:09.1986671Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:31:09.1992357Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_ufuncs_basic.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:31:09.198627]
2025-06-01T21:31:12.3715329Z 
2025-06-01T21:31:12.3717554Z torch_np/test_ufuncs_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_ufuncs_basic_1.1_0c08af7035dec1d5_.log
2025-06-01T21:31:12.3718991Z Running 0 items in this shard:
2025-06-01T21:31:12.3719322Z 
2025-06-01T21:31:12.3722988Z Running test_per_overload_api 1/1 ... [2025-06-01 21:31:12.371797]
2025-06-01T21:31:12.3723825Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:31:12.3729456Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_per_overload_api.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:31:12.372347]
2025-06-01T21:31:15.5451570Z 
2025-06-01T21:31:15.5453437Z test_per_overload_api 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_per_overload_api_1.1_98ec66bab0f0e64c_.log
2025-06-01T21:31:15.5459423Z Running 0 items in this shard:
2025-06-01T21:31:15.5459715Z 
2025-06-01T21:31:15.5460003Z Running test_ao_sparsity 1/1 ... [2025-06-01 21:31:15.545389]
2025-06-01T21:31:15.5460586Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:31:15.5465329Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ao_sparsity.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:31:15.545957]
2025-06-01T21:31:19.0693691Z 
2025-06-01T21:31:19.0695145Z test_ao_sparsity 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_ao_sparsity_1.1_67278f2af120d958_.log
2025-06-01T21:31:19.0696513Z Running 0 items in this shard:
2025-06-01T21:31:19.0696856Z 
2025-06-01T21:31:19.0700590Z Running export/test_retraceability 1/1 ... [2025-06-01 21:31:19.069711]
2025-06-01T21:31:19.0701374Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:31:19.0708091Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_retraceability.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:31:19.070257]
2025-06-01T21:31:26.2011839Z 
2025-06-01T21:31:26.2013798Z export/test_retraceability 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_retraceability_1.1_67e3112114cd4200_.log
2025-06-01T21:31:26.2015250Z Running 0 items in this shard:
2025-06-01T21:31:26.2015588Z 
2025-06-01T21:31:26.2018982Z Running inductor/test_triton_kernels 1/1 ... [2025-06-01 21:31:26.201396]
2025-06-01T21:31:26.2019872Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:31:26.2026016Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_kernels.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:31:26.201988]
2025-06-01T21:31:33.1829233Z 
2025-06-01T21:31:33.1832267Z inductor/test_triton_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_kernels_1.1_cb5dc14374e3268f_.log
2025-06-01T21:31:33.1833752Z Running 0 items in this shard:
2025-06-01T21:31:33.1834088Z 
2025-06-01T21:31:33.1835932Z Running inductor/test_cpp_wrapper_hipify 1/1 ... [2025-06-01 21:31:33.183196]
2025-06-01T21:31:33.1836631Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:31:33.1848198Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpp_wrapper_hipify.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:31:33.183662]
2025-06-01T21:31:36.3060746Z 
2025-06-01T21:31:36.3062514Z inductor/test_cpp_wrapper_hipify 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpp_wrapper_hipify_1.1_941cffa13fd9a82a_.log
2025-06-01T21:31:36.3064021Z Running 0 items in this shard:
2025-06-01T21:31:36.3064369Z 
2025-06-01T21:31:36.3064739Z Running dynamo/test_recompiles 1/1 ... [2025-06-01 21:31:36.305944]
2025-06-01T21:31:36.3065495Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:31:36.3067350Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_recompiles.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:31:36.306240]
2025-06-01T21:31:39.5792770Z 
2025-06-01T21:31:39.5794755Z dynamo/test_recompiles 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_recompiles_1.1_5ebcc78f9667f406_.log
2025-06-01T21:31:39.5796158Z Running 0 items in this shard:
2025-06-01T21:31:39.5797654Z 
2025-06-01T21:31:39.5800099Z Running inductor/test_flex_decoding 1/1 ... [2025-06-01 21:31:39.579481]
2025-06-01T21:31:39.5800898Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:31:39.5806833Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_flex_decoding.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:31:39.580046]
2025-06-01T21:31:43.4043667Z 
2025-06-01T21:31:43.4045915Z inductor/test_flex_decoding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_flex_decoding_1.1_0869cc3bc6d94b85_.log
2025-06-01T21:31:43.4047292Z Running 0 items in this shard:
2025-06-01T21:31:43.4047498Z 
2025-06-01T21:31:43.4050871Z Running inductor/test_inductor_annotations 1/1 ... [2025-06-01 21:31:43.404472]
2025-06-01T21:31:43.4051329Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:31:43.4055175Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inductor_annotations.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:31:43.405030]
2025-06-01T21:31:50.0350543Z 
2025-06-01T21:31:50.0351613Z inductor/test_inductor_annotations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_annotations_1.1_61ec2e13a0362b0f_.log
2025-06-01T21:31:50.0352416Z Running 0 items in this shard:
2025-06-01T21:31:50.0352593Z 
2025-06-01T21:31:50.0357238Z Running inductor/test_kernel_benchmark 1/1 ... [2025-06-01 21:31:50.035296]
2025-06-01T21:31:50.0357794Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:31:50.0364203Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_kernel_benchmark.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:31:50.035902]
2025-06-01T21:31:56.6152152Z 
2025-06-01T21:31:56.6153696Z inductor/test_kernel_benchmark 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_kernel_benchmark_1.1_dbeb3b38bbefc35f_.log
2025-06-01T21:31:56.6154971Z Running 0 items in this shard:
2025-06-01T21:31:56.6155267Z 
2025-06-01T21:31:56.6156735Z Running inductor/test_aot_inductor_arrayref 1/1 ... [2025-06-01 21:31:56.615147]
2025-06-01T21:31:56.6157765Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:31:56.6162355Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_arrayref.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:31:56.615627]
2025-06-01T21:32:03.9019779Z 
2025-06-01T21:32:03.9021637Z inductor/test_aot_inductor_arrayref 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_arrayref_1.1_2f28318e009a2561_.log
2025-06-01T21:32:03.9023196Z Running 0 items in this shard:
2025-06-01T21:32:03.9023543Z 
2025-06-01T21:32:03.9026865Z Running test_comparison_utils 1/1 ... [2025-06-01 21:32:03.902269]
2025-06-01T21:32:03.9027594Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:32:03.9033870Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_comparison_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:32:03.902848]
2025-06-01T21:32:07.0255523Z 
2025-06-01T21:32:07.0257119Z test_comparison_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_comparison_utils_1.1_9a29b6e9e8acc199_.log
2025-06-01T21:32:07.0258305Z Running 0 items in this shard:
2025-06-01T21:32:07.0259503Z 
2025-06-01T21:32:07.0263724Z Running dynamo/test_skip_guard_eval_unsafe 1/1 ... [2025-06-01 21:32:07.025811]
2025-06-01T21:32:07.0264755Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:32:07.0269448Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_skip_guard_eval_unsafe.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:32:07.026404]
2025-06-01T21:32:10.2996352Z 
2025-06-01T21:32:10.2998042Z dynamo/test_skip_guard_eval_unsafe 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_skip_guard_eval_unsafe_1.1_62168c799c471e6e_.log
2025-06-01T21:32:10.2999336Z Running 0 items in this shard:
2025-06-01T21:32:10.2999620Z 
2025-06-01T21:32:10.3004368Z Running test_appending_byte_serializer 1/1 ... [2025-06-01 21:32:10.299769]
2025-06-01T21:32:10.3005283Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:32:10.3008724Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_appending_byte_serializer.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:32:10.300314]
2025-06-01T21:32:13.4229735Z 
2025-06-01T21:32:13.4234806Z test_appending_byte_serializer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_appending_byte_serializer_1.1_97c8aa9dada7f29e_.log
2025-06-01T21:32:13.4236056Z Running 0 items in this shard:
2025-06-01T21:32:13.4236342Z 
2025-06-01T21:32:13.4236607Z Running test_mkl_verbose 1/1 ... [2025-06-01 21:32:13.423196]
2025-06-01T21:32:13.4237189Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:32:13.4244316Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkl_verbose.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:32:13.423774]
2025-06-01T21:32:16.5463456Z 
2025-06-01T21:32:16.5464807Z test_mkl_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkl_verbose_1.1_1ac418ccfef7f086_.log
2025-06-01T21:32:16.5465943Z Running 0 items in this shard:
2025-06-01T21:32:16.5466244Z 
2025-06-01T21:32:16.5469650Z Running test_transformers 1/1 ... [2025-06-01 21:32:16.546487]
2025-06-01T21:32:16.5470316Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:32:16.5476805Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_transformers.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:32:16.547042]
2025-06-01T21:32:23.3285181Z 
2025-06-01T21:32:23.3286620Z test_transformers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_transformers_1.1_a6338a1f04f587f4_.log
2025-06-01T21:32:23.3287696Z Running 0 items in this shard:
2025-06-01T21:32:23.3287983Z 
2025-06-01T21:32:23.3292255Z Running dynamo/test_resume 1/1 ... [2025-06-01 21:32:23.327944]
2025-06-01T21:32:23.3292697Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:32:23.3293654Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_resume.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:32:23.328258]
2025-06-01T21:32:26.4507905Z 
2025-06-01T21:32:26.4509690Z dynamo/test_resume 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_resume_1.1_b363f08c892fef53_.log
2025-06-01T21:32:26.4511015Z Running 0 items in this shard:
2025-06-01T21:32:26.4511346Z 
2025-06-01T21:32:26.4512758Z Running test_utils_config_module 1/1 ... [2025-06-01 21:32:26.450892]
2025-06-01T21:32:26.4514357Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:32:26.4520859Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_utils_config_module.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:32:26.451419]
2025-06-01T21:32:29.6243108Z 
2025-06-01T21:32:29.6244899Z test_utils_config_module 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_utils_config_module_1.1_f47ed822e60b0641_.log
2025-06-01T21:32:29.6246368Z Running 0 items in this shard:
2025-06-01T21:32:29.6246708Z 
2025-06-01T21:32:29.6249897Z Running inductor/test_pad_mm 1/1 ... [2025-06-01 21:32:29.624537]
2025-06-01T21:32:29.6250763Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:32:29.6258022Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_pad_mm.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:32:29.625159]
2025-06-01T21:32:36.2550959Z 
2025-06-01T21:32:36.2552457Z inductor/test_pad_mm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_pad_mm_1.1_96edd1a7f6482330_.log
2025-06-01T21:32:36.2553843Z Running 0 items in this shard:
2025-06-01T21:32:36.2554184Z 
2025-06-01T21:32:36.2562255Z Running inductor/test_fx_fusion 1/1 ... [2025-06-01 21:32:36.255281]
2025-06-01T21:32:36.2563254Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:32:36.2565541Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_fx_fusion.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:32:36.255870]
2025-06-01T21:32:42.1339630Z 
2025-06-01T21:32:42.1341390Z inductor/test_fx_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_fx_fusion_1.1_6fa59e9a0cc6754d_.log
2025-06-01T21:32:42.1342265Z Running 0 items in this shard:
2025-06-01T21:32:42.1342667Z 
2025-06-01T21:32:42.1343072Z Running inductor/test_smoke 1/1 ... [2025-06-01 21:32:42.133924]
2025-06-01T21:32:42.1343870Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:32:42.1349144Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_smoke.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:32:42.134333]
2025-06-01T21:32:48.8139666Z 
2025-06-01T21:32:48.8141400Z inductor/test_smoke 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_smoke_1.1_89d4cdf419a2788b_.log
2025-06-01T21:32:48.8142617Z 
2025-06-01T21:32:48.8143079Z Running torch_np/test_binary_ufuncs 1/1 ... [2025-06-01 21:32:48.813863]
2025-06-01T21:32:48.8143849Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:32:48.8150787Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_binary_ufuncs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:32:48.814456]
2025-06-01T21:32:51.9372133Z 
2025-06-01T21:32:51.9373911Z torch_np/test_binary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_binary_ufuncs_1.1_0283577a0b41d7ee_.log
2025-06-01T21:32:51.9375498Z Running 0 items in this shard:
2025-06-01T21:32:51.9375910Z 
2025-06-01T21:32:51.9378417Z Running export/test_functionalized_assertions 1/1 ... [2025-06-01 21:32:51.937409]
2025-06-01T21:32:51.9379280Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:32:51.9385173Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_functionalized_assertions.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:32:51.937985]
2025-06-01T21:32:55.0606046Z 
2025-06-01T21:32:55.0612547Z export/test_functionalized_assertions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_functionalized_assertions_1.1_9b98fc51515c629f_.log
2025-06-01T21:32:55.0613395Z Running 0 items in this shard:
2025-06-01T21:32:55.0613572Z 
2025-06-01T21:32:55.0613765Z Running torch_np/test_unary_ufuncs 1/1 ... [2025-06-01 21:32:55.060622]
2025-06-01T21:32:55.0614174Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:32:55.0615142Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_unary_ufuncs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:32:55.061155]
2025-06-01T21:32:58.2333362Z 
2025-06-01T21:32:58.2335110Z torch_np/test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_unary_ufuncs_1.1_26d0c626b4803afd_.log
2025-06-01T21:32:58.2336521Z Running 0 items in this shard:
2025-06-01T21:32:58.2336862Z 
2025-06-01T21:32:58.2341010Z Running export/test_unflatten_training_ir 1/1 ... [2025-06-01 21:32:58.233592]
2025-06-01T21:32:58.2341908Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:32:58.2347849Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_unflatten_training_ir.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:32:58.234172]
2025-06-01T21:33:01.4569688Z 
2025-06-01T21:33:01.4572209Z export/test_unflatten_training_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_unflatten_training_ir_1.1_4c5ad89c081b23f7_.log
2025-06-01T21:33:01.4574714Z Running 0 items in this shard:
2025-06-01T21:33:01.4575078Z 
2025-06-01T21:33:01.4575791Z Running dynamo/test_base_output 1/1 ... [2025-06-01 21:33:01.457164]
2025-06-01T21:33:01.4576561Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:33:01.4583433Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_output.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:33:01.457736]
2025-06-01T21:33:04.7306323Z 
2025-06-01T21:33:04.7308198Z dynamo/test_base_output 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_output_1.1_4a98d64707e6b459_.log
2025-06-01T21:33:04.7309597Z Running 0 items in this shard:
2025-06-01T21:33:04.7309942Z 
2025-06-01T21:33:04.7313877Z Running test_functionalization 1/1 ... [2025-06-01 21:33:04.730924]
2025-06-01T21:33:04.7314724Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:33:04.7320833Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functionalization.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:33:04.731462]
2025-06-01T21:33:07.8542946Z 
2025-06-01T21:33:07.8545154Z test_functionalization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functionalization_1.1_ec1f6ba01eb64b19_.log
2025-06-01T21:33:07.8546548Z Running 0 items in this shard:
2025-06-01T21:33:07.8546900Z 
2025-06-01T21:33:07.8550624Z Running dynamo/test_global 1/1 ... [2025-06-01 21:33:07.854529]
2025-06-01T21:33:07.8551410Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:33:07.8556958Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_global.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:33:07.855075]
2025-06-01T21:33:11.1281338Z 
2025-06-01T21:33:11.1283214Z dynamo/test_global 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_global_1.1_673087e36b5ab5b7_.log
2025-06-01T21:33:11.1284526Z Running 0 items in this shard:
2025-06-01T21:33:11.1284871Z 
2025-06-01T21:33:11.1287627Z Running inductor/test_inductor_utils 1/1 ... [2025-06-01 21:33:11.128321]
2025-06-01T21:33:11.1288409Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:33:11.1294318Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inductor_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:33:11.128855]
2025-06-01T21:33:14.2514762Z 
2025-06-01T21:33:14.2516844Z inductor/test_inductor_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_utils_1.1_bf0db4896d46e562_.log
2025-06-01T21:33:14.2518463Z Running 0 items in this shard:
2025-06-01T21:33:14.2518799Z 
2025-06-01T21:33:14.2520883Z Running functorch/test_ac_logging 1/1 ... [2025-06-01 21:33:14.251648]
2025-06-01T21:33:14.2521655Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:33:14.2528752Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ac_logging.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:33:14.252200]
2025-06-01T21:33:17.3749421Z 
2025-06-01T21:33:17.3751012Z functorch/test_ac_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ac_logging_1.1_3bcb6fb0478d4d75_.log
2025-06-01T21:33:17.3752144Z Running 0 items in this shard:
2025-06-01T21:33:17.3752407Z 
2025-06-01T21:33:17.3753727Z Running dynamo/test_nops 1/1 ... [2025-06-01 21:33:17.374853]
2025-06-01T21:33:17.3754304Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:33:17.3757073Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_nops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:33:17.375159]
2025-06-01T21:33:20.6474887Z 
2025-06-01T21:33:20.6476773Z dynamo/test_nops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_nops_1.1_a79de4d3cbd65992_.log
2025-06-01T21:33:20.6478241Z Running 0 items in this shard:
2025-06-01T21:33:20.6478585Z 
2025-06-01T21:33:20.6482124Z Running inductor/test_provenance_tracing 1/1 ... [2025-06-01 21:33:20.647776]
2025-06-01T21:33:20.6483016Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:33:20.6488576Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_provenance_tracing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:33:20.648309]
2025-06-01T21:33:27.4285120Z 
2025-06-01T21:33:27.4287086Z inductor/test_provenance_tracing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_provenance_tracing_1.1_56b7f8ad1b5fa7d9_.log
2025-06-01T21:33:27.4288609Z Running 0 items in this shard:
2025-06-01T21:33:27.4288953Z 
2025-06-01T21:33:27.4292120Z Running test_foreach 1/1 ... [2025-06-01 21:33:27.428690]
2025-06-01T21:33:27.4292887Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:33:27.4297407Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_foreach.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:33:27.429253]
2025-06-01T21:33:36.1138714Z 
2025-06-01T21:33:36.1140282Z test_foreach 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_foreach_1.1_4d75fe49b4eadc59_.log
2025-06-01T21:33:36.1141340Z Running 0 items in this shard:
2025-06-01T21:33:36.1141675Z 
2025-06-01T21:33:36.1147088Z Running test_fx_experimental 1/1 ... [2025-06-01 21:33:36.114238]
2025-06-01T21:33:36.1147885Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:33:36.1153787Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_fx_experimental.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:33:36.114823]
2025-06-01T21:33:40.9410196Z 
2025-06-01T21:33:40.9411462Z test_fx_experimental 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_fx_experimental_1.1_90fa1ba7d08280a5_.log
2025-06-01T21:33:40.9412618Z Running 0 items in this shard:
2025-06-01T21:33:40.9412926Z 
2025-06-01T21:33:40.9415738Z Running inductor/test_ck_backend 1/1 ... [2025-06-01 21:33:40.941133]
2025-06-01T21:33:40.9416166Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:33:40.9418116Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_ck_backend.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:33:40.941523]
2025-06-01T21:33:47.5707073Z 
2025-06-01T21:33:47.5708686Z inductor/test_ck_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_ck_backend_1.1_9bec9a5747cc3bab_.log
2025-06-01T21:33:47.5709871Z Running 0 items in this shard:
2025-06-01T21:33:47.5710160Z 
2025-06-01T21:33:47.5714417Z Running dynamo/test_metrics_context 1/1 ... [2025-06-01 21:33:47.570989]
2025-06-01T21:33:47.5715319Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:33:47.5723159Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_metrics_context.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:33:47.571585]
2025-06-01T21:33:50.6938356Z 
2025-06-01T21:33:50.6939261Z dynamo/test_metrics_context 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_metrics_context_1.1_93649b33ef158696_.log
2025-06-01T21:33:50.6940432Z Running 0 items in this shard:
2025-06-01T21:33:50.6940711Z 
2025-06-01T21:33:50.6941497Z Running torch_np/test_nep50_examples 1/1 ... [2025-06-01 21:33:50.693792]
2025-06-01T21:33:50.6942160Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:33:50.6945778Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_nep50_examples.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:33:50.694079]
2025-06-01T21:33:54.0667806Z 
2025-06-01T21:33:54.0669759Z torch_np/test_nep50_examples 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_nep50_examples_1.1_725584b5ffc01df7_.log
2025-06-01T21:33:54.0671179Z Running 0 items in this shard:
2025-06-01T21:33:54.0671525Z 
2025-06-01T21:33:54.0673796Z Running torch_np/test_scalars_0D_arrays 1/1 ... [2025-06-01 21:33:54.066962]
2025-06-01T21:33:54.0674586Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:33:54.0681975Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_scalars_0D_arrays.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:33:54.067495]
2025-06-01T21:33:57.1900129Z 
2025-06-01T21:33:57.1901795Z torch_np/test_scalars_0D_arrays 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_scalars_0D_arrays_1.1_e61d66b8b36e1f93_.log
2025-06-01T21:33:57.1903250Z Running 0 items in this shard:
2025-06-01T21:33:57.1903593Z 
2025-06-01T21:33:57.1905918Z Running inductor/test_ordered_set 1/1 ... [2025-06-01 21:33:57.190157]
2025-06-01T21:33:57.1906821Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:33:57.1913503Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_ordered_set.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:33:57.190702]
2025-06-01T21:34:00.3632408Z 
2025-06-01T21:34:00.3634146Z inductor/test_ordered_set 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_ordered_set_1.1_599273b39e70f790_.log
2025-06-01T21:34:00.3635356Z Running 0 items in this shard:
2025-06-01T21:34:00.3635641Z 
2025-06-01T21:34:00.3647669Z Running inductor/test_cudagraph_trees 1/1 ... [2025-06-01 21:34:00.363494]
2025-06-01T21:34:00.3648118Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:34:00.3650099Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudagraph_trees.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:34:00.364112]
2025-06-01T21:34:07.2948533Z 
2025-06-01T21:34:07.2950611Z inductor/test_cudagraph_trees 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudagraph_trees_1.1_fe834533d8c8c0e6_.log
2025-06-01T21:34:07.2952072Z Running 0 items in this shard:
2025-06-01T21:34:07.2952429Z 
2025-06-01T21:34:07.2956659Z Running inductor/test_aot_inductor_custom_ops 1/1 ... [2025-06-01 21:34:07.295198]
2025-06-01T21:34:07.2957782Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:34:07.2964659Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_custom_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:34:07.295773]
2025-06-01T21:34:14.3767768Z 
2025-06-01T21:34:14.3770132Z inductor/test_aot_inductor_custom_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_custom_ops_1.1_99a6f788d4bb59d5_.log
2025-06-01T21:34:14.3771486Z Running 0 items in this shard:
2025-06-01T21:34:14.3771683Z 
2025-06-01T21:34:14.3773476Z Running dynamo/test_functions 1/1 ... [2025-06-01 21:34:14.376980]
2025-06-01T21:34:14.3773819Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:34:14.3777512Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_functions.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:34:14.377361]
2025-06-01T21:34:21.4076572Z 
2025-06-01T21:34:21.4078486Z dynamo/test_functions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_functions_1.1_566cbe4b92f45c78_.log
2025-06-01T21:34:21.4079838Z Running 0 items in this shard:
2025-06-01T21:34:21.4080171Z 
2025-06-01T21:34:21.4082921Z Running test_hop_infra 1/1 ... [2025-06-01 21:34:21.407904]
2025-06-01T21:34:21.4083616Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:34:21.4091140Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_hop_infra.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:34:21.408470]
2025-06-01T21:34:25.3828043Z 
2025-06-01T21:34:25.3829751Z test_hop_infra 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_hop_infra_1.1_7bab025fcf86d57c_.log
2025-06-01T21:34:25.3830990Z Running 0 items in this shard:
2025-06-01T21:34:25.3831322Z 
2025-06-01T21:34:25.3838198Z Running test_custom_ops 1/1 ... [2025-06-01 21:34:25.383028]
2025-06-01T21:34:25.3838954Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:34:25.3840761Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_custom_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:34:25.383569]
2025-06-01T21:34:29.7086442Z 
2025-06-01T21:34:29.7087722Z test_custom_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_custom_ops_1.1_a7765382b20803bf_.log
2025-06-01T21:34:29.7088871Z Running 0 items in this shard:
2025-06-01T21:34:29.7089248Z 
2025-06-01T21:34:29.7092930Z Running dynamo/test_dicts 1/1 ... [2025-06-01 21:34:29.708878]
2025-06-01T21:34:29.7093686Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:34:29.7101076Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_dicts.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:34:29.709472]
2025-06-01T21:34:32.9820718Z 
2025-06-01T21:34:32.9822676Z dynamo/test_dicts 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_dicts_1.1_b2e848cb00f4fd41_.log
2025-06-01T21:34:32.9823975Z Running 0 items in this shard:
2025-06-01T21:34:32.9824306Z 
2025-06-01T21:34:32.9826127Z Running inductor/test_debug_trace 1/1 ... [2025-06-01 21:34:32.982237]
2025-06-01T21:34:32.9845418Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:34:32.9848962Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_debug_trace.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:34:32.982761]
2025-06-01T21:34:40.1145497Z 
2025-06-01T21:34:40.1147394Z inductor/test_debug_trace 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_debug_trace_1.1_35dfdfd3f0c227d1_.log
2025-06-01T21:34:40.1148617Z Running 0 items in this shard:
2025-06-01T21:34:40.1148988Z 
2025-06-01T21:34:40.1155159Z Running export/test_tree_utils 1/1 ... [2025-06-01 21:34:40.114024]
2025-06-01T21:34:40.1155979Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:34:40.1158060Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_tree_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:34:40.114331]
2025-06-01T21:34:43.2867792Z 
2025-06-01T21:34:43.2869516Z export/test_tree_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_tree_utils_1.1_a065667279b1ff6c_.log
2025-06-01T21:34:43.2870854Z Running 0 items in this shard:
2025-06-01T21:34:43.2871246Z 
2025-06-01T21:34:43.2873236Z Running dynamo/test_interop 1/1 ... [2025-06-01 21:34:43.286915]
2025-06-01T21:34:43.2873954Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:34:43.2880686Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_interop.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:34:43.287467]
2025-06-01T21:34:46.5603482Z 
2025-06-01T21:34:46.5605533Z dynamo/test_interop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_interop_1.1_04a433caf08eecee_.log
2025-06-01T21:34:46.5608224Z Running 0 items in this shard:
2025-06-01T21:34:46.5608621Z 
2025-06-01T21:34:46.5609102Z Running torch_np/test_dtype 1/1 ... [2025-06-01 21:34:46.560522]
2025-06-01T21:34:46.5609839Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:34:46.5617188Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_dtype.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:34:46.561121]
2025-06-01T21:34:49.6836835Z 
2025-06-01T21:34:49.6838364Z torch_np/test_dtype 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_dtype_1.1_fdf3b92a1f2865bd_.log
2025-06-01T21:34:49.6839477Z Running 0 items in this shard:
2025-06-01T21:34:49.6839769Z 
2025-06-01T21:34:49.6845906Z Running export/test_export_training_ir_to_run_decomp 1/1 ... [2025-06-01 21:34:49.683853]
2025-06-01T21:34:49.6846345Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:34:49.6850338Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_training_ir_to_run_decomp.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:34:49.684478]
2025-06-01T21:34:56.7164537Z 
2025-06-01T21:34:56.7166279Z export/test_export_training_ir_to_run_decomp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_training_ir_to_run_decomp_1.1_5133d1e8f845e004_.log
2025-06-01T21:34:56.7167807Z Running 0 items in this shard:
2025-06-01T21:34:56.7168147Z 
2025-06-01T21:34:56.7172198Z Running inductor/test_extension_backend 1/1 ... [2025-06-01 21:34:56.716670]
2025-06-01T21:34:56.7173047Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:34:56.7178318Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_extension_backend.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:34:56.717319]
2025-06-01T21:35:03.5977879Z 
2025-06-01T21:35:03.5979592Z inductor/test_extension_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_extension_backend_1.1_eb9ca4bc6469f245_.log
2025-06-01T21:35:03.5981121Z Running 0 items in this shard:
2025-06-01T21:35:03.5981466Z 
2025-06-01T21:35:03.5984306Z Running test_license 1/1 ... [2025-06-01 21:35:03.598029]
2025-06-01T21:35:03.5984972Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:35:03.5991786Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_license.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:35:03.598594]
2025-06-01T21:35:06.7716794Z 
2025-06-01T21:35:06.7718497Z test_license 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_license_1.1_500dc27932d4ba07_.log
2025-06-01T21:35:06.7719730Z Running 0 items in this shard:
2025-06-01T21:35:06.7720061Z 
2025-06-01T21:35:06.7722410Z Running inductor/test_memory_planning 1/1 ... [2025-06-01 21:35:06.771742]
2025-06-01T21:35:06.7723199Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:35:06.7727188Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_memory_planning.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:35:06.772213]
2025-06-01T21:35:13.6024249Z 
2025-06-01T21:35:13.6026136Z inductor/test_memory_planning 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_memory_planning_1.1_5f228a46fde3d566_.log
2025-06-01T21:35:13.6028679Z Running 0 items in this shard:
2025-06-01T21:35:13.6029031Z 
2025-06-01T21:35:13.6030187Z Running inductor/test_minifier_utils 1/1 ... [2025-06-01 21:35:13.602629]
2025-06-01T21:35:13.6030959Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:35:13.6038425Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_minifier_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:35:13.603197]
2025-06-01T21:35:17.0264545Z 
2025-06-01T21:35:17.0266397Z inductor/test_minifier_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_minifier_utils_1.1_69a78e3bc7f24b4f_.log
2025-06-01T21:35:17.0267769Z Running 0 items in this shard:
2025-06-01T21:35:17.0268086Z 
2025-06-01T21:35:17.0268376Z Running dynamo/test_frame_init 1/1 ... [2025-06-01 21:35:17.026356]
2025-06-01T21:35:17.0269013Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:35:17.0274523Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_frame_init.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:35:17.026948]
2025-06-01T21:35:20.1508974Z 
2025-06-01T21:35:20.1510693Z dynamo/test_frame_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_frame_init_1.1_3a204c101198f411_.log
2025-06-01T21:35:20.1512058Z Running 0 items in this shard:
2025-06-01T21:35:20.1515428Z 
2025-06-01T21:35:20.1516910Z Running higher_order_ops/test_with_effects 1/1 ... [2025-06-01 21:35:20.150626]
2025-06-01T21:35:20.1518129Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:35:20.1520093Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_with_effects.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:35:20.151089]
2025-06-01T21:35:24.0254289Z 
2025-06-01T21:35:24.0256136Z higher_order_ops/test_with_effects 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_with_effects_1.1_ba04eb046678892e_.log
2025-06-01T21:35:24.0257623Z Running 0 items in this shard:
2025-06-01T21:35:24.0257813Z 
2025-06-01T21:35:24.0257986Z Running export/test_serdes 1/1 ... [2025-06-01 21:35:24.025370]
2025-06-01T21:35:24.0258378Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:35:24.0261777Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_serdes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:35:24.025716]
2025-06-01T21:35:31.0053865Z 
2025-06-01T21:35:31.0054846Z export/test_serdes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_serdes_1.1_e83ccbc8e8d4454f_.log
2025-06-01T21:35:31.0055527Z Running 0 items in this shard:
2025-06-01T21:35:31.0055705Z 
2025-06-01T21:35:31.0056063Z Running dynamo/test_modules 1/1 ... [2025-06-01 21:35:31.005412]
2025-06-01T21:35:31.0056403Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:35:31.0060157Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_modules.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:35:31.005712]
2025-06-01T21:35:38.0362393Z 
2025-06-01T21:35:38.0364298Z dynamo/test_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_modules_1.1_81700f8c49a44795_.log
2025-06-01T21:35:38.0365906Z Running 0 items in this shard:
2025-06-01T21:35:38.0366310Z 
2025-06-01T21:35:38.0369270Z Running inductor/test_b2b_gemm 1/1 ... [2025-06-01 21:35:38.036524]
2025-06-01T21:35:38.0370125Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:35:38.0376359Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_b2b_gemm.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:35:38.037174]
2025-06-01T21:35:44.6669686Z 
2025-06-01T21:35:44.6671513Z inductor/test_b2b_gemm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_b2b_gemm_1.1_b718a10aaa614d7a_.log
2025-06-01T21:35:44.6672980Z Running 0 items in this shard:
2025-06-01T21:35:44.6673322Z 
2025-06-01T21:35:44.6676094Z Running test_flop_counter 1/1 ... [2025-06-01 21:35:44.667189]
2025-06-01T21:35:44.6676789Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:35:44.6684514Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_flop_counter.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:35:44.667788]
2025-06-01T21:35:48.2916921Z 
2025-06-01T21:35:48.2918500Z test_flop_counter 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_flop_counter_1.1_6cf577c3c26af68d_.log
2025-06-01T21:35:48.2919808Z Running 0 items in this shard:
2025-06-01T21:35:48.2920148Z 
2025-06-01T21:35:48.2924971Z Running test_expanded_weights 1/1 ... [2025-06-01 21:35:48.291972]
2025-06-01T21:35:48.2925962Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:35:48.2932353Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_expanded_weights.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:35:48.292559]
2025-06-01T21:35:52.9182459Z 
2025-06-01T21:35:52.9185228Z test_expanded_weights 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_expanded_weights_1.1_170b22431011cd11_.log
2025-06-01T21:35:52.9186579Z Running 0 items in this shard:
2025-06-01T21:35:52.9186920Z 
2025-06-01T21:35:52.9189017Z Running test_mkldnn_verbose 1/1 ... [2025-06-01 21:35:52.918476]
2025-06-01T21:35:52.9189726Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:35:52.9196514Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkldnn_verbose.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:35:52.919036]
2025-06-01T21:35:56.0416561Z 
2025-06-01T21:35:56.0418441Z test_mkldnn_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_verbose_1.1_0a6139cbcc08bdab_.log
2025-06-01T21:35:56.0419619Z Running 0 items in this shard:
2025-06-01T21:35:56.0419897Z 
2025-06-01T21:35:56.0420328Z Running export/test_export 1/1 ... [2025-06-01 21:35:56.041685]
2025-06-01T21:35:56.0420704Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:35:56.0425329Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:35:56.042061]
2025-06-01T21:36:02.9232602Z 
2025-06-01T21:36:02.9233943Z export/test_export 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_1.1_ad3c85ae2444ff8b_.log
2025-06-01T21:36:02.9235100Z Running 0 items in this shard:
2025-06-01T21:36:02.9235379Z 
2025-06-01T21:36:02.9240568Z Running inductor/test_move_constructors_to_cuda 1/1 ... [2025-06-01 21:36:02.923490]
2025-06-01T21:36:02.9241563Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:36:02.9246268Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_move_constructors_to_cuda.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:36:02.924093]
2025-06-01T21:36:09.8049330Z 
2025-06-01T21:36:09.8051354Z inductor/test_move_constructors_to_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_move_constructors_to_cuda_1.1_df51da1571abe554_.log
2025-06-01T21:36:09.8052923Z Running 0 items in this shard:
2025-06-01T21:36:09.8053270Z 
2025-06-01T21:36:09.8057691Z Running test_pruning_op 1/1 ... [2025-06-01 21:36:09.805222]
2025-06-01T21:36:09.8058444Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:36:09.8064482Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_pruning_op.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:36:09.805853]
2025-06-01T21:36:12.9285324Z 
2025-06-01T21:36:12.9287189Z test_pruning_op 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_pruning_op_1.1_5dc8505debee5f89_.log
2025-06-01T21:36:12.9288422Z Running 0 items in this shard:
2025-06-01T21:36:12.9288702Z 
2025-06-01T21:36:12.9292192Z Running test_proxy_tensor 1/1 ... [2025-06-01 21:36:12.928784]
2025-06-01T21:36:12.9292830Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:36:12.9299181Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_proxy_tensor.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:36:12.929333]
2025-06-01T21:36:17.7558196Z 
2025-06-01T21:36:17.7559816Z test_proxy_tensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_proxy_tensor_1.1_4e13998e0f2a9bed_.log
2025-06-01T21:36:17.7561123Z Running 0 items in this shard:
2025-06-01T21:36:17.7561453Z 
2025-06-01T21:36:17.7568507Z Running test_deploy 1/1 ... [2025-06-01 21:36:17.756056]
2025-06-01T21:36:17.7569404Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:36:17.7571710Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_deploy.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:36:17.756645]
2025-06-01T21:36:20.9789455Z 
2025-06-01T21:36:20.9790870Z test_deploy 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_deploy_1.1_35a4b943c72cd5cf_.log
2025-06-01T21:36:20.9792106Z Running 0 items in this shard:
2025-06-01T21:36:20.9792434Z 
2025-06-01T21:36:20.9795108Z Running test_typing 1/1 ... [2025-06-01 21:36:20.979073]
2025-06-01T21:36:20.9795868Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:36:20.9803219Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_typing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:36:20.979654]
2025-06-01T21:36:24.1526222Z 
2025-06-01T21:36:24.1527741Z test_typing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_typing_1.1_6d01acb065c671a1_.log
2025-06-01T21:36:24.1528993Z Running 0 items in this shard:
2025-06-01T21:36:24.1529336Z 
2025-06-01T21:36:24.1531594Z Running inductor/test_torchinductor_opinfo 2/7 ... [2025-06-01 21:36:24.152676]
2025-06-01T21:36:24.1532377Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:36:24.1538515Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'serial', '--shard-id=2', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:36:24.153307]
2025-06-01T21:36:33.1384953Z 
2025-06-01T21:36:33.1387016Z inductor/test_torchinductor_opinfo 2/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_2.7_e492cab97b5a9e8f_.log
2025-06-01T21:36:33.1388568Z Running 0 items in this shard:
2025-06-01T21:36:33.1388912Z 
2025-06-01T21:36:33.1392160Z Running inductor/test_torchinductor_opinfo 4/7 ... [2025-06-01 21:36:33.138750]
2025-06-01T21:36:33.1393180Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:36:33.1399886Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'serial', '--shard-id=4', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:36:33.139316]
2025-06-01T21:36:42.2254928Z 
2025-06-01T21:36:42.2256099Z inductor/test_torchinductor_opinfo 4/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_4.7_66ba14507322ed47_.log
2025-06-01T21:36:42.2256915Z Running 0 items in this shard:
2025-06-01T21:36:42.2257088Z 
2025-06-01T21:36:42.2260400Z Running inductor/test_torchinductor_opinfo 6/7 ... [2025-06-01 21:36:42.225528]
2025-06-01T21:36:42.2260875Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:36:42.2262158Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'serial', '--shard-id=6', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:36:42.225863]
2025-06-01T21:36:50.6602266Z 
2025-06-01T21:36:50.6603888Z inductor/test_torchinductor_opinfo 6/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_6.7_b560d71dcda61183_.log
2025-06-01T21:36:50.6605209Z Running 0 items in this shard:
2025-06-01T21:36:50.6605488Z 
2025-06-01T21:36:50.6606695Z Running inductor/test_compiled_optimizers 1/1 ... [2025-06-01 21:36:50.660241]
2025-06-01T21:36:50.6607422Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:36:50.6609101Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compiled_optimizers.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:36:50.660551]
2025-06-01T21:36:58.5928316Z 
2025-06-01T21:36:58.5930609Z inductor/test_compiled_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compiled_optimizers_1.1_a0c7868303ece4ad_.log
2025-06-01T21:36:58.5932113Z Running 0 items in this shard:
2025-06-01T21:36:58.5932445Z 
2025-06-01T21:36:58.5934958Z Running test_logging 1/1 ... [2025-06-01 21:36:58.593089]
2025-06-01T21:36:58.5935391Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:36:58.5942908Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_logging.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:36:58.593720]
2025-06-01T21:37:01.7166229Z 
2025-06-01T21:37:01.7167778Z test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_logging_1.1_79b2d0bb651219a8_.log
2025-06-01T21:37:01.7169000Z Running 0 items in this shard:
2025-06-01T21:37:01.7169360Z 
2025-06-01T21:37:01.7174420Z Running torch_np/test_random 1/1 ... [2025-06-01 21:37:01.716650]
2025-06-01T21:37:01.7175316Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:37:01.7177085Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_random.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:37:01.717223]
2025-06-01T21:37:04.8895789Z 
2025-06-01T21:37:04.8897273Z torch_np/test_random 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_random_1.1_1ad101db4fde06c9_.log
2025-06-01T21:37:04.8897956Z Running 0 items in this shard:
2025-06-01T21:37:04.8898124Z 
2025-06-01T21:37:04.8902026Z Running dynamo/test_skip_non_tensor 1/1 ... [2025-06-01 21:37:04.889734]
2025-06-01T21:37:04.8902659Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:37:04.8909263Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_skip_non_tensor.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:37:04.890279]
2025-06-01T21:37:08.1635161Z 
2025-06-01T21:37:08.1636565Z dynamo/test_skip_non_tensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_skip_non_tensor_1.1_9b2eb20eaef464ad_.log
2025-06-01T21:37:08.1637961Z Running 0 items in this shard:
2025-06-01T21:37:08.1638262Z 
2025-06-01T21:37:08.1639340Z Running inductor/test_combo_kernels 1/1 ... [2025-06-01 21:37:08.163585]
2025-06-01T21:37:08.1640011Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:37:08.1647918Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_combo_kernels.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:37:08.164136]
2025-06-01T21:37:15.4959817Z 
2025-06-01T21:37:15.4961675Z inductor/test_combo_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_combo_kernels_1.1_80f3ddd4d33ee3d8_.log
2025-06-01T21:37:15.4963133Z Running 0 items in this shard:
2025-06-01T21:37:15.4963469Z 
2025-06-01T21:37:15.4966193Z Running inductor/test_metrics 1/1 ... [2025-06-01 21:37:15.496163]
2025-06-01T21:37:15.4967076Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:37:15.4975123Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_metrics.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:37:15.496777]
2025-06-01T21:37:22.0265926Z 
2025-06-01T21:37:22.0267620Z inductor/test_metrics 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_metrics_1.1_f6f9e05b2571b97a_.log
2025-06-01T21:37:22.0268986Z Running 0 items in this shard:
2025-06-01T21:37:22.0269313Z 
2025-06-01T21:37:22.0272492Z Running dynamo/test_utils 1/1 ... [2025-06-01 21:37:22.026824]
2025-06-01T21:37:22.0273248Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:37:22.0281997Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:37:22.027401]
2025-06-01T21:37:25.2503226Z 
2025-06-01T21:37:25.2504948Z dynamo/test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_utils_1.1_ae88c44107d98440_.log
2025-06-01T21:37:25.2506274Z Running 0 items in this shard:
2025-06-01T21:37:25.2506618Z 
2025-06-01T21:37:25.2510349Z Running inductor/test_coordinate_descent_tuner 1/1 ... [2025-06-01 21:37:25.250538]
2025-06-01T21:37:25.2511239Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:37:25.2516837Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_coordinate_descent_tuner.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:37:25.251076]
2025-06-01T21:37:31.5302804Z 
2025-06-01T21:37:31.5304844Z inductor/test_coordinate_descent_tuner 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_coordinate_descent_tuner_1.1_d10588844271da57_.log
2025-06-01T21:37:31.5306497Z Running 0 items in this shard:
2025-06-01T21:37:31.5306843Z 
2025-06-01T21:37:31.5309236Z Running dynamo/test_pre_dispatch 1/1 ... [2025-06-01 21:37:31.530550]
2025-06-01T21:37:31.5310074Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:37:31.5317681Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_pre_dispatch.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:37:31.531157]
2025-06-01T21:37:34.6038604Z 
2025-06-01T21:37:34.6040259Z dynamo/test_pre_dispatch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pre_dispatch_1.1_d8b356f6071b110c_.log
2025-06-01T21:37:34.6041671Z Running 0 items in this shard:
2025-06-01T21:37:34.6042008Z 
2025-06-01T21:37:34.6050682Z Running functorch/test_ops 1/3 ... [2025-06-01 21:37:34.604033]
2025-06-01T21:37:34.6051660Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:37:34.6053884Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:37:34.604572]
2025-06-01T21:37:41.1345328Z 
2025-06-01T21:37:41.1346873Z functorch/test_ops 1/3 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_1.3_aed8f3c4a119e35e_.log
2025-06-01T21:37:41.1347975Z Running 0 items in this shard:
2025-06-01T21:37:41.1348269Z 
2025-06-01T21:37:41.1351894Z Running functorch/test_ops 3/3 ... [2025-06-01 21:37:41.134715]
2025-06-01T21:37:41.1352595Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:37:41.1359651Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'serial', '--shard-id=3', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:37:41.135262]
2025-06-01T21:37:47.7151399Z 
2025-06-01T21:37:47.7153146Z functorch/test_ops 3/3 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_3.3_161d30dd31fdbf89_.log
2025-06-01T21:37:47.7154487Z Running 0 items in this shard:
2025-06-01T21:37:47.7154825Z 
2025-06-01T21:37:47.7157849Z Running export/test_export_legacy 1/1 ... [2025-06-01 21:37:47.715317]
2025-06-01T21:37:47.7158630Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:37:47.7164991Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_legacy.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:37:47.715883]
2025-06-01T21:37:54.0952829Z 
2025-06-01T21:37:54.0954424Z export/test_export_legacy 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_legacy_1.1_06decb2dcb5cdcdc_.log
2025-06-01T21:37:54.0955459Z 
2025-06-01T21:37:54.0961250Z Running inductor/test_cooperative_reductions 1/1 ... [2025-06-01 21:37:54.095478]
2025-06-01T21:37:54.0962194Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:37:54.0966114Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cooperative_reductions.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:37:54.096062]
2025-06-01T21:38:00.4249853Z 
2025-06-01T21:38:00.4252194Z inductor/test_cooperative_reductions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cooperative_reductions_1.1_dbfb53e40c2c15b7_.log
2025-06-01T21:38:00.4255316Z Running 0 items in this shard:
2025-06-01T21:38:00.4255723Z 
2025-06-01T21:38:00.4256646Z Running export/test_tools 1/1 ... [2025-06-01 21:38:00.425225]
2025-06-01T21:38:00.4257345Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:38:00.4263886Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_tools.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:38:00.425730]
2025-06-01T21:38:03.8574720Z 
2025-06-01T21:38:03.8576216Z export/test_tools 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_tools_1.1_f5e614ba4f38d982_.log
2025-06-01T21:38:03.8577535Z Running 0 items in this shard:
2025-06-01T21:38:03.8577879Z 
2025-06-01T21:38:03.8581554Z Running inductor/test_inplacing_pass 1/1 ... [2025-06-01 21:38:03.857715]
2025-06-01T21:38:03.8582399Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:38:03.8588277Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inplacing_pass.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:38:03.858278]
2025-06-01T21:38:09.9870840Z 
2025-06-01T21:38:09.9872757Z inductor/test_inplacing_pass 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inplacing_pass_1.1_c182efe8ca02a0c4_.log
2025-06-01T21:38:09.9874226Z Running 0 items in this shard:
2025-06-01T21:38:09.9874559Z 
2025-06-01T21:38:09.9877477Z Running inductor/test_triton_heuristics 1/1 ... [2025-06-01 21:38:09.987232]
2025-06-01T21:38:09.9878312Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:38:09.9885272Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_heuristics.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:38:09.987807]
2025-06-01T21:38:16.2682256Z 
2025-06-01T21:38:16.2683900Z inductor/test_triton_heuristics 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_heuristics_1.1_f877471b049d2651_.log
2025-06-01T21:38:16.2685491Z Running 0 items in this shard:
2025-06-01T21:38:16.2685894Z 
2025-06-01T21:38:16.2690210Z Running functorch/test_minifier 1/1 ... [2025-06-01 21:38:16.268566]
2025-06-01T21:38:16.2691098Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:38:16.2696694Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_minifier.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:38:16.269144]
2025-06-01T21:38:19.6933079Z 
2025-06-01T21:38:19.6934272Z functorch/test_minifier 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_minifier_1.1_f96d9bae2fcd3d57_.log
2025-06-01T21:38:19.6935042Z Running 0 items in this shard:
2025-06-01T21:38:19.6935230Z 
2025-06-01T21:38:19.6935418Z Running inductor/test_profiler 1/1 ... [2025-06-01 21:38:19.692508]
2025-06-01T21:38:19.6935810Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:38:19.6936795Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_profiler.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:38:19.692786]
2025-06-01T21:38:26.0214986Z 
2025-06-01T21:38:26.0216606Z inductor/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_profiler_1.1_86de13e435238928_.log
2025-06-01T21:38:26.0219031Z Running 0 items in this shard:
2025-06-01T21:38:26.0219378Z 
2025-06-01T21:38:26.0222544Z Running test_jit_fuser_te 1/2 ... [2025-06-01 21:38:26.021754]
2025-06-01T21:38:26.0223389Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:38:26.0229022Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_fuser_te.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:38:26.022303]
2025-06-01T21:38:32.5523123Z 
2025-06-01T21:38:32.5524639Z test_jit_fuser_te 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_fuser_te_1.2_c4f1f55f59f98c5b_.log
2025-06-01T21:38:32.5525716Z Running 0 items in this shard:
2025-06-01T21:38:32.5525998Z 
2025-06-01T21:38:32.5530271Z Running test_jit_fuser_te 2/2 ... [2025-06-01 21:38:32.552539]
2025-06-01T21:38:32.5531117Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:38:32.5537961Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_fuser_te.py', '-m', 'serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:38:32.553119]
2025-06-01T21:38:38.7821116Z 
2025-06-01T21:38:38.7822536Z test_jit_fuser_te 2/2 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_fuser_te_2.2_ffbbf3e28a2d513c_.log
2025-06-01T21:38:38.7823579Z Running 0 items in this shard:
2025-06-01T21:38:38.7823841Z 
2025-06-01T21:38:38.7828854Z Running inductor/test_xpu_basic 1/1 ... [2025-06-01 21:38:38.782072]
2025-06-01T21:38:38.7829496Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:38:38.7830981Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_xpu_basic.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:38:38.782389]
2025-06-01T21:38:45.4127640Z 
2025-06-01T21:38:45.4130542Z inductor/test_xpu_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_xpu_basic_1.1_b774cb2b14e98fa8_.log
2025-06-01T21:38:45.4131747Z 
2025-06-01T21:38:45.4133724Z Running inductor/test_torchinductor_codegen_dynamic_shapes 2/2 ... [2025-06-01 21:38:45.412952]
2025-06-01T21:38:45.4134114Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:38:45.4136150Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_dynamic_shapes.py', '-m', 'serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:38:45.413308]
2025-06-01T21:38:52.6448367Z 
2025-06-01T21:38:52.6450524Z inductor/test_torchinductor_codegen_dynamic_shapes 2/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_2.2_a62a3b1edb8e9f3e_.log
2025-06-01T21:38:52.6453918Z Running 2 items in this shard: test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_block_sizes_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_large_block_sizes_dynamic_shapes_cuda
2025-06-01T21:38:52.6455081Z 
2025-06-01T21:38:52.6455329Z Running inductor/test_control_flow 1/1 ... [2025-06-01 21:38:52.645160]
2025-06-01T21:38:52.6455728Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:38:52.6463062Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_control_flow.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:38:52.645728]
2025-06-01T21:38:59.0761928Z 
2025-06-01T21:38:59.0763628Z inductor/test_control_flow 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_control_flow_1.1_d8ea25899e2d9ed6_.log
2025-06-01T21:38:59.0765031Z Running 0 items in this shard:
2025-06-01T21:38:59.0765360Z 
2025-06-01T21:38:59.0768331Z Running inductor/test_torchinductor_dynamic_shapes 1/2 ... [2025-06-01 21:38:59.076374]
2025-06-01T21:38:59.0769232Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:38:59.0775762Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:38:59.076920]
2025-06-01T21:39:06.6089251Z 
2025-06-01T21:39:06.6091123Z inductor/test_torchinductor_dynamic_shapes 1/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_1.2_55c8b62280741460_.log
2025-06-01T21:39:06.6093947Z Running 2 items in this shard: test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_large_block_sizes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_large_block_sizes_dynamic_shapes_cuda
2025-06-01T21:39:06.6095568Z 
2025-06-01T21:39:06.6095967Z Running inductor/test_cudacodecache 1/1 ... [2025-06-01 21:39:06.609146]
2025-06-01T21:39:06.6096637Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:39:06.6103909Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudacodecache.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:39:06.609759]
2025-06-01T21:39:11.9372333Z 
2025-06-01T21:39:11.9373385Z inductor/test_cudacodecache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudacodecache_1.1_dc3104f1962f7236_.log
2025-06-01T21:39:11.9374087Z 
2025-06-01T21:39:11.9380166Z Running inductor/test_aot_inductor_utils 1/1 ... [2025-06-01 21:39:11.937486]
2025-06-01T21:39:11.9381204Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:39:11.9387480Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:39:11.938101]
2025-06-01T21:39:18.5678293Z 
2025-06-01T21:39:18.5680386Z inductor/test_aot_inductor_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_utils_1.1_d88dbe73f13c99fb_.log
2025-06-01T21:39:18.5681734Z 
2025-06-01T21:39:18.5686119Z Running inductor/test_cpu_select_algorithm 1/1 ... [2025-06-01 21:39:18.568070]
2025-06-01T21:39:18.5687214Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:39:18.5692753Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpu_select_algorithm.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:39:18.568622]
2025-06-01T21:39:25.2988944Z 
2025-06-01T21:39:25.2990895Z inductor/test_cpu_select_algorithm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_select_algorithm_1.1_56b5fa8614289cc5_.log
2025-06-01T21:39:25.2992443Z Running 0 items in this shard:
2025-06-01T21:39:25.2992778Z 
2025-06-01T21:39:25.2996189Z Running test_hub 1/1 ... [2025-06-01 21:39:25.299153]
2025-06-01T21:39:25.2996908Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:39:25.3003557Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_hub.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:39:25.299694]
2025-06-01T21:39:28.4222136Z 
2025-06-01T21:39:28.4223098Z test_hub 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_hub_1.1_4131a47765986cbc_.log
2025-06-01T21:39:28.4223870Z 
2025-06-01T21:39:28.4229672Z Running inductor/test_perf 1/1 ... [2025-06-01 21:39:28.422498]
2025-06-01T21:39:28.4230443Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:39:28.4236206Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_perf.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:39:28.423020]
2025-06-01T21:39:35.1027394Z 
2025-06-01T21:39:35.1029127Z inductor/test_perf 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_perf_1.1_6f2ec138da6537a5_.log
2025-06-01T21:39:35.1030487Z Running 0 items in this shard:
2025-06-01T21:39:35.1030819Z 
2025-06-01T21:39:35.1035060Z Running test_ops_jit 1/1 ... [2025-06-01 21:39:35.103010]
2025-06-01T21:39:35.1035684Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:39:35.1042108Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_jit.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:39:35.103571]
2025-06-01T21:39:39.8292670Z 
2025-06-01T21:39:39.8293521Z test_ops_jit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_jit_1.1_d0afb4993253d74b_.log
2025-06-01T21:39:39.8294146Z Running 0 items in this shard:
2025-06-01T21:39:39.8294318Z 
2025-06-01T21:39:39.8298085Z Running inductor/test_cudagraph_trees_expandable_segments 1/1 ... [2025-06-01 21:39:39.829372]
2025-06-01T21:39:39.8298587Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:39:39.8306959Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudagraph_trees_expandable_segments.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:39:39.829942]
2025-06-01T21:39:46.3596103Z 
2025-06-01T21:39:46.3597890Z inductor/test_cudagraph_trees_expandable_segments 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudagraph_trees_expandable_segments_1.1_691670196d250917_.log
2025-06-01T21:39:46.3599406Z Running 0 items in this shard:
2025-06-01T21:39:46.3599692Z 
2025-06-01T21:39:46.3603933Z Running inductor/test_layout_optim 1/1 ... [2025-06-01 21:39:46.359858]
2025-06-01T21:39:46.3604788Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:39:46.3610435Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_layout_optim.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:39:46.360407]
2025-06-01T21:39:53.2412137Z 
2025-06-01T21:39:53.2413935Z inductor/test_layout_optim 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_layout_optim_1.1_db1ca2fbb273b664_.log
2025-06-01T21:39:53.2415382Z Running 0 items in this shard:
2025-06-01T21:39:53.2415724Z 
2025-06-01T21:39:53.2417938Z Running nn/test_multihead_attention 1/1 ... [2025-06-01 21:39:53.241372]
2025-06-01T21:39:53.2418744Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:39:53.2422531Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_multihead_attention.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:39:53.241708]
2025-06-01T21:39:57.0156871Z 
2025-06-01T21:39:57.0158563Z nn/test_multihead_attention 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_multihead_attention_1.1_bdcadb13557fda21_.log
2025-06-01T21:39:57.0160005Z Running 0 items in this shard:
2025-06-01T21:39:57.0160338Z 
2025-06-01T21:39:57.0164973Z Running inductor/test_custom_lowering 1/1 ... [2025-06-01 21:39:57.015967]
2025-06-01T21:39:57.0165694Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:39:57.0171716Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_custom_lowering.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:39:57.016531]
2025-06-01T21:40:03.2455900Z 
2025-06-01T21:40:03.2465199Z inductor/test_custom_lowering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_lowering_1.1_488354933423ee8c_.log
2025-06-01T21:40:03.2466712Z Running 0 items in this shard:
2025-06-01T21:40:03.2467065Z 
2025-06-01T21:40:03.2467417Z Running dynamo/test_after_aot 1/1 ... [2025-06-01 21:40:03.245871]
2025-06-01T21:40:03.2468165Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:40:03.2469984Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_after_aot.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:40:03.246413]
2025-06-01T21:40:06.5694341Z 
2025-06-01T21:40:06.5696043Z dynamo/test_after_aot 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_after_aot_1.1_a60553e28215f2c3_.log
2025-06-01T21:40:06.5697357Z Running 0 items in this shard:
2025-06-01T21:40:06.5697696Z 
2025-06-01T21:40:06.5702034Z Running xpu/test_gemm 1/1 ... [2025-06-01 21:40:06.569748]
2025-06-01T21:40:06.5702786Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:40:06.5709461Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'xpu/test_gemm.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:40:06.570297]
2025-06-01T21:40:10.1439386Z 
2025-06-01T21:40:10.1440791Z xpu/test_gemm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/xpu.test_gemm_1.1_c4d23c7d47ccf080_.log
2025-06-01T21:40:10.1442044Z Running 0 items in this shard:
2025-06-01T21:40:10.1442405Z 
2025-06-01T21:40:10.1447299Z Running dynamo/test_optimizers 1/1 ... [2025-06-01 21:40:10.144227]
2025-06-01T21:40:10.1448209Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:40:10.1453987Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_optimizers.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:40:10.144763]
2025-06-01T21:40:13.5178068Z 
2025-06-01T21:40:13.5179668Z dynamo/test_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_optimizers_1.1_897a27643463ecfe_.log
2025-06-01T21:40:13.5181037Z Running 0 items in this shard:
2025-06-01T21:40:13.5181377Z 
2025-06-01T21:40:13.5185512Z Running profiler/test_profiler 1/1 ... [2025-06-01 21:40:13.518044]
2025-06-01T21:40:13.5186343Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:40:13.5192153Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_profiler.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:40:13.518560]
2025-06-01T21:40:16.9416355Z 
2025-06-01T21:40:16.9418386Z profiler/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_profiler_1.1_d8dd09a983691a53_.log
2025-06-01T21:40:16.9428488Z Running 10 items in this shard: test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_basic_work_in_main_thread_False, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_basic_work_in_main_thread_True, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_close_in_scope_work_in_main_thread_False, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_close_in_scope_work_in_main_thread_True, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_complex_work_in_main_thread_False, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_complex_work_in_main_thread_True, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_multiple_preexisting_work_in_main_thread_False, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_multiple_preexisting_work_in_main_thread_True, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_open_in_scope_work_in_main_thread_False, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_open_in_scope_work_in_main_thread_True
2025-06-01T21:40:16.9436270Z 
2025-06-01T21:40:16.9436598Z Running test_ops_gradients 1/2 ... [2025-06-01 21:40:16.941521]
2025-06-01T21:40:16.9437448Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:40:16.9439259Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_gradients.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:40:16.941850]
2025-06-01T21:40:22.7696048Z 
2025-06-01T21:40:22.7696928Z test_ops_gradients 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_gradients_1.2_e55ced6076e1bf08_.log
2025-06-01T21:40:22.7697616Z Running 0 items in this shard:
2025-06-01T21:40:22.7697823Z 
2025-06-01T21:40:22.7700552Z Running functorch/test_eager_transforms 1/1 ... [2025-06-01 21:40:22.769711]
2025-06-01T21:40:22.7702246Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:40:22.7706607Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_eager_transforms.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:40:22.770237]
2025-06-01T21:40:28.1468996Z 
2025-06-01T21:40:28.1470622Z functorch/test_eager_transforms 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_eager_transforms_1.1_ba2455e27cfbb2ff_.log
2025-06-01T21:40:28.1472028Z Running 0 items in this shard:
2025-06-01T21:40:28.1472333Z 
2025-06-01T21:40:28.1475868Z Running inductor/test_snode_runtime 1/1 ... [2025-06-01 21:40:28.147270]
2025-06-01T21:40:28.1476534Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:40:28.1478921Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_snode_runtime.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:40:28.147552]
2025-06-01T21:40:34.4780281Z 
2025-06-01T21:40:34.4781873Z inductor/test_snode_runtime 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_snode_runtime_1.1_3c484e77c551dfb5_.log
2025-06-01T21:40:34.4783307Z Running 0 items in this shard:
2025-06-01T21:40:34.4783647Z 
2025-06-01T21:40:34.4787628Z Running inductor/test_memory 1/1 ... [2025-06-01 21:40:34.478340]
2025-06-01T21:40:34.4788419Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:40:34.4794305Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_memory.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:40:34.478893]
2025-06-01T21:40:40.9584285Z 
2025-06-01T21:40:40.9586094Z inductor/test_memory 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_memory_1.1_107e7cde5a95057c_.log
2025-06-01T21:40:40.9587213Z Running 0 items in this shard:
2025-06-01T21:40:40.9587496Z 
2025-06-01T21:40:40.9588174Z Running inductor/test_op_dtype_prop 1/1 ... [2025-06-01 21:40:40.958283]
2025-06-01T21:40:40.9588922Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:40:40.9598257Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_op_dtype_prop.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:40:40.958560]
2025-06-01T21:40:48.0885590Z 
2025-06-01T21:40:48.0887465Z inductor/test_op_dtype_prop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_op_dtype_prop_1.1_4d46ee380130c569_.log
2025-06-01T21:40:48.0888929Z Running 0 items in this shard:
2025-06-01T21:40:48.0889287Z 
2025-06-01T21:40:48.0901021Z Running dynamo/test_cudagraphs_expandable_segments 1/1 ... [2025-06-01 21:40:48.088901]
2025-06-01T21:40:48.0902111Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:40:48.0904205Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_cudagraphs_expandable_segments.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:40:48.089537]
2025-06-01T21:40:51.6635553Z 
2025-06-01T21:40:51.6637480Z dynamo/test_cudagraphs_expandable_segments 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_cudagraphs_expandable_segments_1.1_ccf48c15ad7e295a_.log
2025-06-01T21:40:51.6638775Z Running 0 items in this shard:
2025-06-01T21:40:51.6639065Z 
2025-06-01T21:40:51.6643619Z Running inductor/test_inductor_freezing 1/1 ... [2025-06-01 21:40:51.663864]
2025-06-01T21:40:51.6645161Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:40:51.6650619Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inductor_freezing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:40:51.664392]
2025-06-01T21:40:58.6953899Z 
2025-06-01T21:40:58.6955888Z inductor/test_inductor_freezing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_freezing_1.1_3116c0bfd602a8de_.log
2025-06-01T21:40:58.6957600Z Running 0 items in this shard:
2025-06-01T21:40:58.6957940Z 
2025-06-01T21:40:58.6961856Z Running dynamo/test_export_mutations 1/1 ... [2025-06-01 21:40:58.695684]
2025-06-01T21:40:58.6962738Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:40:58.6968652Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_export_mutations.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:40:58.696297]
2025-06-01T21:41:02.0191866Z 
2025-06-01T21:41:02.0193464Z dynamo/test_export_mutations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_export_mutations_1.1_cfde06834e586eb1_.log
2025-06-01T21:41:02.0194614Z Running 0 items in this shard:
2025-06-01T21:41:02.0194881Z 
2025-06-01T21:41:02.0200057Z Running dynamo/test_modes 1/1 ... [2025-06-01 21:41:02.019490]
2025-06-01T21:41:02.0200674Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:41:02.0206868Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_modes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:41:02.020090]
2025-06-01T21:41:08.3489118Z 
2025-06-01T21:41:08.3490564Z dynamo/test_modes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_modes_1.1_1f6be59ff308e3ae_.log
2025-06-01T21:41:08.3491513Z Running 0 items in this shard:
2025-06-01T21:41:08.3491731Z 
2025-06-01T21:41:08.3493658Z Running test_weak 1/1 ... [2025-06-01 21:41:08.349124]
2025-06-01T21:41:08.3494014Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:41:08.3497415Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_weak.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:41:08.349449]
2025-06-01T21:41:11.4708850Z 
2025-06-01T21:41:11.4709932Z test_weak 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_weak_1.1_31a8698deb67dc91_.log
2025-06-01T21:41:11.4710895Z Running 0 items in this shard:
2025-06-01T21:41:11.4711152Z 
2025-06-01T21:41:11.4711928Z Running inductor/test_async_compile 1/1 ... [2025-06-01 21:41:11.470768]
2025-06-01T21:41:11.4712544Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:41:11.4714012Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_async_compile.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:41:11.471069]
2025-06-01T21:41:17.7493501Z 
2025-06-01T21:41:17.7494536Z inductor/test_async_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_async_compile_1.1_20c3e1cfe73a20a6_.log
2025-06-01T21:41:17.7495312Z Running 0 items in this shard:
2025-06-01T21:41:17.7495496Z 
2025-06-01T21:41:17.7496881Z Running dynamo/test_decorators 1/1 ... [2025-06-01 21:41:17.749435]
2025-06-01T21:41:17.7497387Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:41:17.7502916Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_decorators.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:41:17.749904]
2025-06-01T21:41:21.0727100Z 
2025-06-01T21:41:21.0729561Z dynamo/test_decorators 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_decorators_1.1_da88d3e25e48464a_.log
2025-06-01T21:41:21.0731183Z Running 0 items in this shard:
2025-06-01T21:41:21.0731605Z 
2025-06-01T21:41:21.0735835Z Running export/test_unflatten 1/1 ... [2025-06-01 21:41:21.073090]
2025-06-01T21:41:21.0736640Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:41:21.0743159Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_unflatten.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:41:21.073722]
2025-06-01T21:41:24.2464953Z 
2025-06-01T21:41:24.2467063Z export/test_unflatten 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_unflatten_1.1_1e2636551bd9c5a5_.log
2025-06-01T21:41:24.2468431Z Running 0 items in this shard:
2025-06-01T21:41:24.2468772Z 
2025-06-01T21:41:24.2472396Z Running inductor/test_mkldnn_pattern_matcher 1/1 ... [2025-06-01 21:41:24.246719]
2025-06-01T21:41:24.2473331Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:41:24.2479449Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mkldnn_pattern_matcher.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:41:24.247306]
2025-06-01T21:41:31.1276407Z 
2025-06-01T21:41:31.1278897Z inductor/test_mkldnn_pattern_matcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mkldnn_pattern_matcher_1.1_208662319dda3da9_.log
2025-06-01T21:41:31.1280184Z Running 0 items in this shard:
2025-06-01T21:41:31.1280468Z 
2025-06-01T21:41:31.1284048Z Running test_subclass 1/1 ... [2025-06-01 21:41:31.127962]
2025-06-01T21:41:31.1284798Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:41:31.1291029Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_subclass.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:41:31.128560]
2025-06-01T21:41:34.2504584Z 
2025-06-01T21:41:34.2506299Z test_subclass 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_subclass_1.1_e214feab55bfe52e_.log
2025-06-01T21:41:34.2507311Z Running 0 items in this shard:
2025-06-01T21:41:34.2507616Z 
2025-06-01T21:41:34.2513125Z Running inductor/test_loop_ordering 1/1 ... [2025-06-01 21:41:34.250762]
2025-06-01T21:41:34.2513805Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:41:34.2518756Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_loop_ordering.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:41:34.251329]
2025-06-01T21:41:40.3795355Z 
2025-06-01T21:41:40.3796954Z inductor/test_loop_ordering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_loop_ordering_1.1_2322a07909b2b444_.log
2025-06-01T21:41:40.3798380Z Running 0 items in this shard:
2025-06-01T21:41:40.3798658Z 
2025-06-01T21:41:40.3803258Z Running test_masked 1/1 ... [2025-06-01 21:41:40.379861]
2025-06-01T21:41:40.3803886Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:41:40.3811217Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_masked.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:41:40.380434]
2025-06-01T21:41:44.9554223Z 
2025-06-01T21:41:44.9555593Z test_masked 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_masked_1.1_2310a970cf982da6_.log
2025-06-01T21:41:44.9556984Z Running 0 items in this shard:
2025-06-01T21:41:44.9557576Z 
2025-06-01T21:41:44.9563320Z Running torch_np/numpy_tests/lib/test_function_base 1/1 ... [2025-06-01 21:41:44.955844]
2025-06-01T21:41:44.9564271Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:41:44.9570675Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_function_base.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:41:44.956481]
2025-06-01T21:41:48.2785069Z 
2025-06-01T21:41:48.2786924Z torch_np/numpy_tests/lib/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_function_base_1.1_c46e9bf0ee0e4a94_.log
2025-06-01T21:41:48.2788386Z Running 0 items in this shard:
2025-06-01T21:41:48.2788672Z 
2025-06-01T21:41:48.2792539Z Running higher_order_ops/test_invoke_subgraph 1/1 ... [2025-06-01 21:41:48.278786]
2025-06-01T21:41:48.2793299Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:41:48.2799560Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_invoke_subgraph.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:41:48.279362]
2025-06-01T21:41:54.8586008Z 
2025-06-01T21:41:54.8588026Z higher_order_ops/test_invoke_subgraph 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_invoke_subgraph_1.1_81cf51aa021cc4a4_.log
2025-06-01T21:41:54.8590667Z Running 0 items in this shard:
2025-06-01T21:41:54.8591016Z 
2025-06-01T21:41:54.8592480Z Running lazy/test_step_closures 1/1 ... [2025-06-01 21:41:54.858881]
2025-06-01T21:41:54.8593209Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:41:54.8600332Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_step_closures.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:41:54.859458]
2025-06-01T21:41:57.9817044Z 
2025-06-01T21:41:57.9818622Z lazy/test_step_closures 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_step_closures_1.1_0870151e801e9f60_.log
2025-06-01T21:41:57.9819993Z Running 0 items in this shard:
2025-06-01T21:41:57.9820380Z 
2025-06-01T21:41:57.9824942Z Running test_content_store 1/1 ... [2025-06-01 21:41:57.981982]
2025-06-01T21:41:57.9825740Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:41:57.9831419Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_content_store.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:41:57.982582]
2025-06-01T21:42:01.6562681Z 
2025-06-01T21:42:01.6564486Z test_content_store 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_content_store_1.1_100f379f5adcb324_.log
2025-06-01T21:42:01.6565692Z Running 0 items in this shard:
2025-06-01T21:42:01.6566007Z 
2025-06-01T21:42:01.6566475Z Running torch_np/numpy_tests/core/test_multiarray 1/1 ... [2025-06-01 21:42:01.656114]
2025-06-01T21:42:01.6567274Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:42:01.6575393Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_multiarray.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:42:01.656726]
2025-06-01T21:42:05.0792827Z 
2025-06-01T21:42:05.0794466Z torch_np/numpy_tests/core/test_multiarray 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_multiarray_1.1_1f601a31e51b3100_.log
2025-06-01T21:42:05.0795801Z Running 0 items in this shard:
2025-06-01T21:42:05.0796083Z 
2025-06-01T21:42:05.0801951Z Running test_modules 3/3 ... [2025-06-01 21:42:05.079576]
2025-06-01T21:42:05.0802574Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:42:05.0808201Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_modules.py', '-m', 'serial', '--shard-id=3', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:42:05.080191]
2025-06-01T21:42:10.3069575Z 
2025-06-01T21:42:10.3070993Z test_modules 3/3 was successful, full logs can be found in artifacts with path test/test-reports/test_modules_3.3_14dcd37b7e71903b_.log
2025-06-01T21:42:10.3071967Z Running 0 items in this shard:
2025-06-01T21:42:10.3072233Z 
2025-06-01T21:42:10.3075518Z Running dynamo/test_model_output 1/1 ... [2025-06-01 21:42:10.307106]
2025-06-01T21:42:10.3076180Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:42:10.3085604Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_model_output.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:42:10.307418]
2025-06-01T21:42:14.2813182Z 
2025-06-01T21:42:14.2814399Z dynamo/test_model_output 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_model_output_1.1_98e68a8243b315e2_.log
2025-06-01T21:42:14.2824274Z Running 0 items in this shard:
2025-06-01T21:42:14.2824553Z 
2025-06-01T21:42:14.2824930Z Running torch_np/numpy_tests/core/test_numeric 1/1 ... [2025-06-01 21:42:14.281604]
2025-06-01T21:42:14.2825594Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:42:14.2827130Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numeric.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:42:14.282214]
2025-06-01T21:42:17.5044447Z 
2025-06-01T21:42:17.5046133Z torch_np/numpy_tests/core/test_numeric 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numeric_1.1_4b72e5d8147916b2_.log
2025-06-01T21:42:17.5047571Z Running 0 items in this shard:
2025-06-01T21:42:17.5047876Z 
2025-06-01T21:42:17.5051430Z Running test_numba_integration 1/1 ... [2025-06-01 21:42:17.504680]
2025-06-01T21:42:17.5052176Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:42:17.5057077Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_numba_integration.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:42:17.505298]
2025-06-01T21:42:21.0282043Z 
2025-06-01T21:42:21.0283295Z test_numba_integration 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_numba_integration_1.1_73d3f000b0a61b18_.log
2025-06-01T21:42:21.0284378Z Running 0 items in this shard:
2025-06-01T21:42:21.0284648Z 
2025-06-01T21:42:21.0287523Z Running inductor/test_fused_attention 1/1 ... [2025-06-01 21:42:21.028368]
2025-06-01T21:42:21.0288234Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:42:21.0294452Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_fused_attention.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:42:21.028954]
2025-06-01T21:42:27.6082288Z 
2025-06-01T21:42:27.6083887Z inductor/test_fused_attention 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_fused_attention_1.1_f895099c9c1cd6f5_.log
2025-06-01T21:42:27.6085349Z Running 0 items in this shard:
2025-06-01T21:42:27.6085768Z 
2025-06-01T21:42:27.6086806Z Running profiler/test_record_function 1/1 ... [2025-06-01 21:42:27.608360]
2025-06-01T21:42:27.6087554Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:42:27.6095290Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_record_function.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:42:27.608903]
2025-06-01T21:42:30.7804530Z 
2025-06-01T21:42:30.7806015Z profiler/test_record_function 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_record_function_1.1_c5321552bac4f2b7_.log
2025-06-01T21:42:30.7807195Z Running 0 items in this shard:
2025-06-01T21:42:30.7807461Z 
2025-06-01T21:42:30.7811078Z Running nn/test_lazy_modules 1/1 ... [2025-06-01 21:42:30.780751]
2025-06-01T21:42:30.7811778Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:42:30.7818302Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_lazy_modules.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:42:30.781347]
2025-06-01T21:42:34.2040340Z 
2025-06-01T21:42:34.2041642Z nn/test_lazy_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_lazy_modules_1.1_a2afcbfb0c14a3d6_.log
2025-06-01T21:42:34.2043639Z Running 0 items in this shard:
2025-06-01T21:42:34.2043912Z 
2025-06-01T21:42:34.2047670Z Running test_type_hints 1/1 ... [2025-06-01 21:42:34.204353]
2025-06-01T21:42:34.2048234Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:42:34.2053454Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_type_hints.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:42:34.204915]
2025-06-01T21:42:37.3771399Z 
2025-06-01T21:42:37.3772599Z test_type_hints 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_hints_1.1_8822c3a299d986a7_.log
2025-06-01T21:42:37.3773635Z Running 0 items in this shard:
2025-06-01T21:42:37.3790934Z 
2025-06-01T21:42:37.3791996Z Running dynamo/test_verify_correctness 1/1 ... [2025-06-01 21:42:37.377484]
2025-06-01T21:42:37.3792886Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:42:37.3794872Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_verify_correctness.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:42:37.378101]
2025-06-01T21:42:40.6501630Z 
2025-06-01T21:42:40.6502521Z dynamo/test_verify_correctness 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_verify_correctness_1.1_11d8a4f1555bf083_.log
2025-06-01T21:42:40.6503281Z Running 0 items in this shard:
2025-06-01T21:42:40.6503460Z 
2025-06-01T21:42:40.6508717Z Running test_jiterator 1/1 ... [2025-06-01 21:42:40.650503]
2025-06-01T21:42:40.6509105Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:42:40.6512640Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jiterator.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:42:40.650891]
2025-06-01T21:42:44.3742050Z 
2025-06-01T21:42:44.3744118Z test_jiterator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jiterator_1.1_746983714e9ae674_.log
2025-06-01T21:42:44.3745097Z Running 0 items in this shard:
2025-06-01T21:42:44.3745358Z 
2025-06-01T21:42:44.3749588Z Running inductor/test_padding 1/1 ... [2025-06-01 21:42:44.374428]
2025-06-01T21:42:44.3750225Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:42:44.3755637Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_padding.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:42:44.374996]
2025-06-01T21:42:51.0544764Z 
2025-06-01T21:42:51.0546694Z inductor/test_padding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_padding_1.1_c177c2abf4eb956a_.log
2025-06-01T21:42:51.0548710Z Running 1 items in this shard: test/inductor/test_padding.py::PaddingTest::test_nobias_LinearAndSoftmax_codegen
2025-06-01T21:42:51.0549563Z 
2025-06-01T21:42:51.0556528Z Running test_matmul_cuda 1/1 ... [2025-06-01 21:42:51.054636]
2025-06-01T21:42:51.0557348Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:42:51.0558350Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_matmul_cuda.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:42:51.055235]
2025-06-01T21:42:54.9789080Z 
2025-06-01T21:42:54.9790515Z test_matmul_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_matmul_cuda_1.1_40501fc020be0c3c_.log
2025-06-01T21:42:54.9791697Z Running 0 items in this shard:
2025-06-01T21:42:54.9793017Z 
2025-06-01T21:42:54.9794892Z Running nn/test_parametrization 1/1 ... [2025-06-01 21:42:54.979100]
2025-06-01T21:42:54.9795613Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:42:54.9806213Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_parametrization.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:42:54.979620]
2025-06-01T21:42:58.7535326Z 
2025-06-01T21:42:58.7536625Z nn/test_parametrization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_parametrization_1.1_2cb79a7f67871b93_.log
2025-06-01T21:42:58.7537729Z Running 0 items in this shard:
2025-06-01T21:42:58.7537986Z 
2025-06-01T21:42:58.7539756Z Running dynamo/test_backward_higher_order_ops 1/1 ... [2025-06-01 21:42:58.753639]
2025-06-01T21:42:58.7540415Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:42:58.7545316Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_backward_higher_order_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:42:58.754009]
2025-06-01T21:43:02.0771025Z 
2025-06-01T21:43:02.0772229Z dynamo/test_backward_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_backward_higher_order_ops_1.1_c44555275ec4c60d_.log
2025-06-01T21:43:02.0773207Z Running 0 items in this shard:
2025-06-01T21:43:02.0773520Z 
2025-06-01T21:43:02.0780182Z Running test_datapipe 1/1 ... [2025-06-01 21:43:02.077509]
2025-06-01T21:43:02.0780768Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:43:02.0785679Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_datapipe.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:43:02.078077]
2025-06-01T21:43:05.2505519Z 
2025-06-01T21:43:05.2507645Z test_datapipe 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_datapipe_1.1_149203ce120ab225_.log
2025-06-01T21:43:05.2508670Z Running 0 items in this shard:
2025-06-01T21:43:05.2508933Z 
2025-06-01T21:43:05.2510712Z Running inductor/test_unbacked_symints 1/1 ... [2025-06-01 21:43:05.250682]
2025-06-01T21:43:05.2511332Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:43:05.2517669Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_unbacked_symints.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:43:05.251241]
2025-06-01T21:43:12.0814865Z 
2025-06-01T21:43:12.0816752Z inductor/test_unbacked_symints 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_unbacked_symints_1.1_7d13b786970b35e0_.log
2025-06-01T21:43:12.0818276Z Running 0 items in this shard:
2025-06-01T21:43:12.0818632Z 
2025-06-01T21:43:12.0819024Z Running dynamo/test_cudagraphs 1/1 ... [2025-06-01 21:43:12.081533]
2025-06-01T21:43:12.0819761Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:43:12.0822842Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_cudagraphs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:43:12.081887]
2025-06-01T21:43:15.4045509Z 
2025-06-01T21:43:15.4046846Z dynamo/test_cudagraphs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_cudagraphs_1.1_509ffb9c14bfb640_.log
2025-06-01T21:43:15.4048207Z Running 0 items in this shard:
2025-06-01T21:43:15.4048536Z 
2025-06-01T21:43:15.4053835Z Running test_maskedtensor 1/1 ... [2025-06-01 21:43:15.404919]
2025-06-01T21:43:15.4055515Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:43:15.4060957Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_maskedtensor.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:43:15.405531]
2025-06-01T21:43:20.0806812Z 
2025-06-01T21:43:20.0808414Z test_maskedtensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_maskedtensor_1.1_7befd0a01fb4ec45_.log
2025-06-01T21:43:20.0809630Z Running 0 items in this shard:
2025-06-01T21:43:20.0809947Z 
2025-06-01T21:43:20.0814364Z Running test_monitor 1/1 ... [2025-06-01 21:43:20.080983]
2025-06-01T21:43:20.0814780Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:43:20.0820612Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_monitor.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:43:20.081609]
2025-06-01T21:43:23.2037626Z 
2025-06-01T21:43:23.2038782Z test_monitor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_monitor_1.1_8b98ae37cf5fb8af_.log
2025-06-01T21:43:23.2039748Z Running 0 items in this shard:
2025-06-01T21:43:23.2040022Z 
2025-06-01T21:43:23.2045712Z Running inductor/test_auto_functionalize 1/1 ... [2025-06-01 21:43:23.204124]
2025-06-01T21:43:23.2046418Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:43:23.2052471Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_auto_functionalize.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:43:23.204687]
2025-06-01T21:43:26.6775003Z 
2025-06-01T21:43:26.6776621Z inductor/test_auto_functionalize 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_auto_functionalize_1.1_fa123cb7d33cdf7a_.log
2025-06-01T21:43:26.6777988Z Running 0 items in this shard:
2025-06-01T21:43:26.6778168Z 
2025-06-01T21:43:26.6781742Z Running inductor/test_efficient_conv_bn_eval 1/1 ... [2025-06-01 21:43:26.677738]
2025-06-01T21:43:26.6782197Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:43:26.6787682Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_efficient_conv_bn_eval.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:43:26.678302]
2025-06-01T21:43:33.2577150Z 
2025-06-01T21:43:33.2579201Z inductor/test_efficient_conv_bn_eval 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_efficient_conv_bn_eval_1.1_a0d421cac2900645_.log
2025-06-01T21:43:33.2580829Z Running 0 items in this shard:
2025-06-01T21:43:33.2581161Z 
2025-06-01T21:43:33.2583725Z Running test_decomp 3/11 ... [2025-06-01 21:43:33.257968]
2025-06-01T21:43:33.2584399Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:43:33.2591378Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=3', '--num-shards=11', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:43:33.258544]
2025-06-01T21:43:39.4373547Z 
2025-06-01T21:43:39.4374585Z test_decomp 3/11 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_3.11_ceffc1f3201aa2c1_.log
2025-06-01T21:43:39.4375236Z Running 0 items in this shard:
2025-06-01T21:43:39.4375442Z 
2025-06-01T21:43:39.4380268Z Running test_decomp 4/11 ... [2025-06-01 21:43:39.437566]
2025-06-01T21:43:39.4380855Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:43:39.4386892Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=4', '--num-shards=11', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:43:39.438163]
2025-06-01T21:43:45.5665293Z 
2025-06-01T21:43:45.5666343Z test_decomp 4/11 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_4.11_178b52ca0e41451a_.log
2025-06-01T21:43:45.5667158Z Running 0 items in this shard:
2025-06-01T21:43:45.5667477Z 
2025-06-01T21:43:45.5669701Z Running test_decomp 7/11 ... [2025-06-01 21:43:45.566647]
2025-06-01T21:43:45.5670237Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:43:45.5676656Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=7', '--num-shards=11', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:43:45.567208]
2025-06-01T21:43:51.6957958Z 
2025-06-01T21:43:51.6959417Z test_decomp 7/11 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_7.11_2dc9d01315acf3ce_.log
2025-06-01T21:43:51.6960643Z Running 0 items in this shard:
2025-06-01T21:43:51.6960990Z 
2025-06-01T21:43:51.6965483Z Running test_decomp 8/11 ... [2025-06-01 21:43:51.696087]
2025-06-01T21:43:51.6966226Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:43:51.6973181Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=8', '--num-shards=11', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:43:51.696655]
2025-06-01T21:43:57.9754871Z 
2025-06-01T21:43:57.9756111Z test_decomp 8/11 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_8.11_a75525163c0e5b62_.log
2025-06-01T21:43:57.9757127Z Running 0 items in this shard:
2025-06-01T21:43:57.9757572Z 
2025-06-01T21:43:57.9763965Z Running test_decomp 11/11 ... [2025-06-01 21:43:57.975853]
2025-06-01T21:43:57.9765973Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:43:57.9769348Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=11', '--num-shards=11', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:43:57.976426]
2025-06-01T21:44:04.1052277Z 
2025-06-01T21:44:04.1053863Z test_decomp 11/11 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_11.11_c1a743c4355dee91_.log
2025-06-01T21:44:04.1055292Z Running 0 items in this shard:
2025-06-01T21:44:04.1055699Z 
2025-06-01T21:44:04.1059965Z Running test_set_default_mobile_cpu_allocator 1/1 ... [2025-06-01 21:44:04.105527]
2025-06-01T21:44:04.1060894Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:44:04.1066989Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_set_default_mobile_cpu_allocator.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:44:04.106105]
2025-06-01T21:44:07.2283298Z 
2025-06-01T21:44:07.2285031Z test_set_default_mobile_cpu_allocator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_set_default_mobile_cpu_allocator_1.1_cc585d84e0b13fcb_.log
2025-06-01T21:44:07.2286463Z Running 0 items in this shard:
2025-06-01T21:44:07.2286774Z 
2025-06-01T21:44:07.2290202Z Running functorch/test_logging 1/1 ... [2025-06-01 21:44:07.228493]
2025-06-01T21:44:07.2290633Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:44:07.2297186Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_logging.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:44:07.229133]
2025-06-01T21:44:10.6524982Z 
2025-06-01T21:44:10.6530638Z functorch/test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_logging_1.1_3bd4ce89512b7f12_.log
2025-06-01T21:44:10.6531467Z Running 0 items in this shard:
2025-06-01T21:44:10.6531643Z 
2025-06-01T21:44:10.6531831Z Running export/test_serialize 1/1 ... [2025-06-01 21:44:10.652832]
2025-06-01T21:44:10.6532223Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:44:10.6539102Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_serialize.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:44:10.653429]
2025-06-01T21:44:14.0762380Z 
2025-06-01T21:44:14.0771416Z export/test_serialize 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_serialize_1.1_653aa51249541f70_.log
2025-06-01T21:44:14.0772159Z Running 0 items in this shard:
2025-06-01T21:44:14.0772339Z 
2025-06-01T21:44:14.0772541Z Running inductor/test_mps_basic 1/1 ... [2025-06-01 21:44:14.076474]
2025-06-01T21:44:14.0772956Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:44:14.0775610Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mps_basic.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:44:14.077100]
2025-06-01T21:44:20.7563805Z 
2025-06-01T21:44:20.7565728Z inductor/test_mps_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mps_basic_1.1_4ccad0193626644e_.log
2025-06-01T21:44:20.7566956Z 
2025-06-01T21:44:20.7567356Z Running export/test_lift_unlift 1/1 ... [2025-06-01 21:44:20.756257]
2025-06-01T21:44:20.7568101Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:44:20.7575804Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_lift_unlift.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:44:20.756825]
2025-06-01T21:44:23.8905833Z 
2025-06-01T21:44:23.8907285Z export/test_lift_unlift 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_lift_unlift_1.1_b4ca019cc9aa34ba_.log
2025-06-01T21:44:23.8908427Z Running 0 items in this shard:
2025-06-01T21:44:23.8908710Z 
2025-06-01T21:44:23.8912953Z Running inductor/test_cpu_repro 1/1 ... [2025-06-01 21:44:23.890847]
2025-06-01T21:44:23.8913816Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:44:23.8920071Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpu_repro.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:44:23.891406]
2025-06-01T21:44:30.6209387Z 
2025-06-01T21:44:30.6211281Z inductor/test_cpu_repro 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_repro_1.1_41131cf8fd6d7088_.log
2025-06-01T21:44:30.6212986Z Running 0 items in this shard:
2025-06-01T21:44:30.6213321Z 
2025-06-01T21:44:30.6215601Z Running test_stateless 1/1 ... [2025-06-01 21:44:30.620991]
2025-06-01T21:44:30.6216414Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:44:30.6220349Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_stateless.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:44:30.621599]
2025-06-01T21:44:34.0444658Z 
2025-06-01T21:44:34.0446480Z test_stateless 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_stateless_1.1_848cbed980b53c73_.log
2025-06-01T21:44:34.0448822Z Running 0 items in this shard:
2025-06-01T21:44:34.0449025Z 
2025-06-01T21:44:34.0452351Z Running dynamo/test_profiler 1/1 ... [2025-06-01 21:44:34.044795]
2025-06-01T21:44:34.0452778Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:44:34.0459718Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_profiler.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:44:34.045376]
2025-06-01T21:44:37.3180957Z 
2025-06-01T21:44:37.3182063Z dynamo/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_profiler_1.1_f8767379ad198510_.log
2025-06-01T21:44:37.3182770Z Running 0 items in this shard:
2025-06-01T21:44:37.3182949Z 
2025-06-01T21:44:37.3185663Z Running dynamo/test_higher_order_ops 1/1 ... [2025-06-01 21:44:37.318173]
2025-06-01T21:44:37.3186448Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:44:37.3192750Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_higher_order_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:44:37.318762]
2025-06-01T21:44:44.5501257Z 
2025-06-01T21:44:44.5502357Z dynamo/test_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_higher_order_ops_1.1_e313889b8a272d4a_.log
2025-06-01T21:44:44.5503124Z Running 0 items in this shard:
2025-06-01T21:44:44.5503309Z 
2025-06-01T21:44:44.5516193Z Running test_fx_reinplace_pass 1/1 ... [2025-06-01 21:44:44.550380]
2025-06-01T21:44:44.5516574Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:44:44.5519137Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_fx_reinplace_pass.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:44:44.550984]
2025-06-01T21:44:47.6733338Z 
2025-06-01T21:44:47.6734685Z test_fx_reinplace_pass 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_fx_reinplace_pass_1.1_cc64255b08c1f46b_.log
2025-06-01T21:44:47.6735377Z Running 0 items in this shard:
2025-06-01T21:44:47.6735556Z 
2025-06-01T21:44:47.6739286Z Running dynamo/test_deviceguard 1/1 ... [2025-06-01 21:44:47.673398]
2025-06-01T21:44:47.6739704Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:44:47.6745628Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_deviceguard.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:44:47.673992]
2025-06-01T21:44:51.2475389Z 
2025-06-01T21:44:51.2476927Z dynamo/test_deviceguard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deviceguard_1.1_1981a500a222203d_.log
2025-06-01T21:44:51.2478678Z Running 0 items in this shard:
2025-06-01T21:44:51.2479016Z 
2025-06-01T21:44:51.2488689Z Running dynamo/test_pgo 1/1 ... [2025-06-01 21:44:51.247843]
2025-06-01T21:44:51.2489582Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:44:51.2491754Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_pgo.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:44:51.248402]
2025-06-01T21:44:54.5210541Z 
2025-06-01T21:44:54.5212028Z dynamo/test_pgo 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pgo_1.1_c33462fb12b50c87_.log
2025-06-01T21:44:54.5213582Z Running 0 items in this shard:
2025-06-01T21:44:54.5214946Z 
2025-06-01T21:44:54.5218511Z Running dynamo/test_backends 1/1 ... [2025-06-01 21:44:54.521323]
2025-06-01T21:44:54.5219347Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:44:54.5225440Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_backends.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:44:54.521914]
2025-06-01T21:45:01.5024004Z 
2025-06-01T21:45:01.5026155Z dynamo/test_backends 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_backends_1.1_b1620866160a1c25_.log
2025-06-01T21:45:01.5027790Z Running 0 items in this shard:
2025-06-01T21:45:01.5028192Z 
2025-06-01T21:45:01.5030852Z Running dynamo/test_debug_utils 1/1 ... [2025-06-01 21:45:01.502647]
2025-06-01T21:45:01.5031603Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:45:01.5038971Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_debug_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:45:01.503261]
2025-06-01T21:45:08.2328312Z 
2025-06-01T21:45:08.2330132Z dynamo/test_debug_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_debug_utils_1.1_380d6ca439a971ed_.log
2025-06-01T21:45:08.2331583Z Running 0 items in this shard:
2025-06-01T21:45:08.2331978Z 
2025-06-01T21:45:08.2333352Z Running dynamo/test_activation_checkpointing 1/1 ... [2025-06-01 21:45:08.232939]
2025-06-01T21:45:08.2334366Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:45:08.2339435Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_activation_checkpointing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:45:08.233492]
2025-06-01T21:45:14.8638181Z 
2025-06-01T21:45:14.8640834Z dynamo/test_activation_checkpointing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_activation_checkpointing_1.1_b1eb6239657fbff9_.log
2025-06-01T21:45:14.8642447Z Running 0 items in this shard:
2025-06-01T21:45:14.8642786Z 
2025-06-01T21:45:14.8644478Z Running nn/test_pruning 1/1 ... [2025-06-01 21:45:14.864089]
2025-06-01T21:45:14.8645180Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:45:14.8653115Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_pruning.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:45:14.864665]
2025-06-01T21:45:18.2877004Z 
2025-06-01T21:45:18.2878575Z nn/test_pruning 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_pruning_1.1_37e764a2463fd3fa_.log
2025-06-01T21:45:18.2879809Z Running 0 items in this shard:
2025-06-01T21:45:18.2880111Z 
2025-06-01T21:45:18.2884719Z Running dynamo/test_aot_autograd 1/1 ... [2025-06-01 21:45:18.287982]
2025-06-01T21:45:18.2885395Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:45:18.2890945Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_aot_autograd.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:45:18.288535]
2025-06-01T21:45:21.6122308Z 
2025-06-01T21:45:21.6123807Z dynamo/test_aot_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_aot_autograd_1.1_af932a3068c87e79_.log
2025-06-01T21:45:21.6124927Z Running 0 items in this shard:
2025-06-01T21:45:21.6125192Z 
2025-06-01T21:45:21.6126143Z Running test_dynamic_shapes 1/1 ... [2025-06-01 21:45:21.612253]
2025-06-01T21:45:21.6127476Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:45:21.6134495Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dynamic_shapes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:45:21.612820]
2025-06-01T21:45:25.0859987Z 
2025-06-01T21:45:25.0865516Z test_dynamic_shapes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dynamic_shapes_1.1_3ca000d85adba147_.log
2025-06-01T21:45:25.0866838Z Running 0 items in this shard:
2025-06-01T21:45:25.0867198Z 
2025-06-01T21:45:25.0867605Z Running functorch/test_control_flow 1/1 ... [2025-06-01 21:45:25.086178]
2025-06-01T21:45:25.0868384Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:45:25.0874166Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_control_flow.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:45:25.086733]
2025-06-01T21:45:29.2117620Z 
2025-06-01T21:45:29.2119121Z functorch/test_control_flow 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_control_flow_1.1_786073b85b6bdbad_.log
2025-06-01T21:45:29.2120570Z Running 0 items in this shard:
2025-06-01T21:45:29.2120917Z 
2025-06-01T21:45:29.2125302Z Running torch_np/numpy_tests/lib/test_arraypad 1/1 ... [2025-06-01 21:45:29.211941]
2025-06-01T21:45:29.2126411Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:45:29.2130460Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraypad.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:45:29.212534]
2025-06-01T21:45:32.2852119Z 
2025-06-01T21:45:32.2853635Z torch_np/numpy_tests/lib/test_arraypad 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraypad_1.1_457108cda51a1d15_.log
2025-06-01T21:45:32.2854318Z Running 0 items in this shard:
2025-06-01T21:45:32.2854460Z 
2025-06-01T21:45:32.2856945Z Running dynamo/test_base_hop 1/1 ... [2025-06-01 21:45:32.285345]
2025-06-01T21:45:32.2857271Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:45:32.2863551Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_hop.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:45:32.285700]
2025-06-01T21:45:38.7648595Z 
2025-06-01T21:45:38.7651030Z dynamo/test_base_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_hop_1.1_604d8e24b183e2cd_.log
2025-06-01T21:45:38.7652446Z Running 0 items in this shard:
2025-06-01T21:45:38.7652784Z 
2025-06-01T21:45:38.7656045Z Running torch_np/numpy_tests/core/test_indexing 1/1 ... [2025-06-01 21:45:38.765177]
2025-06-01T21:45:38.7656918Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:45:38.7660606Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_indexing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:45:38.765539]
2025-06-01T21:45:41.9382552Z 
2025-06-01T21:45:41.9384400Z torch_np/numpy_tests/core/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_indexing_1.1_678566e58869b33c_.log
2025-06-01T21:45:41.9385959Z Running 0 items in this shard:
2025-06-01T21:45:41.9386288Z 
2025-06-01T21:45:41.9390523Z Running export/test_experimental 1/1 ... [2025-06-01 21:45:41.938561]
2025-06-01T21:45:41.9392317Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:45:41.9397684Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_experimental.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:45:41.939125]
2025-06-01T21:45:45.2619098Z 
2025-06-01T21:45:45.2620613Z export/test_experimental 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_experimental_1.1_d8ee409346542316_.log
2025-06-01T21:45:45.2621998Z Running 0 items in this shard:
2025-06-01T21:45:45.2622336Z 
2025-06-01T21:45:45.2627527Z Running export/test_hop 1/1 ... [2025-06-01 21:45:45.262238]
2025-06-01T21:45:45.2628364Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:45:45.2634275Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_hop.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:45:45.262823]
2025-06-01T21:45:49.7379675Z 
2025-06-01T21:45:49.7380531Z export/test_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_hop_1.1_ac17e38c12465a7e_.log
2025-06-01T21:45:49.7381710Z Running 0 items in this shard:
2025-06-01T21:45:49.7381990Z 
2025-06-01T21:45:49.7389098Z Running export/test_draft_export 1/1 ... [2025-06-01 21:45:49.738401]
2025-06-01T21:45:49.7389804Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:45:49.7396261Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_draft_export.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:45:49.738977]
2025-06-01T21:45:53.0120578Z 
2025-06-01T21:45:53.0122262Z export/test_draft_export 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_draft_export_1.1_cfbe79fbe4675365_.log
2025-06-01T21:45:53.0124352Z Running 0 items in this shard:
2025-06-01T21:45:53.0124723Z 
2025-06-01T21:45:53.0126690Z Running test_accelerator 1/1 ... [2025-06-01 21:45:53.012233]
2025-06-01T21:45:53.0127438Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:45:53.0133876Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_accelerator.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:45:53.012790]
2025-06-01T21:45:56.1349425Z 
2025-06-01T21:45:56.1350942Z test_accelerator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_accelerator_1.1_90cd480737c88c9e_.log
2025-06-01T21:45:56.1352194Z Running 0 items in this shard:
2025-06-01T21:45:56.1356096Z 
2025-06-01T21:45:56.1356498Z Running test_cuda_sanitizer 1/1 ... [2025-06-01 21:45:56.135271]
2025-06-01T21:45:56.1357218Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:45:56.1364080Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cuda_sanitizer.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:45:56.135846]
2025-06-01T21:45:59.2579401Z 
2025-06-01T21:45:59.2580604Z test_cuda_sanitizer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_sanitizer_1.1_fff37b1e28e3b5dd_.log
2025-06-01T21:45:59.2581713Z Running 0 items in this shard:
2025-06-01T21:45:59.2582026Z 
2025-06-01T21:45:59.2582277Z Running test_shape_ops 1/1 ... [2025-06-01 21:45:59.257899]
2025-06-01T21:45:59.2582959Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:45:59.2586093Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_shape_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:45:59.258201]
2025-06-01T21:46:02.9818141Z 
2025-06-01T21:46:02.9819885Z test_shape_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_shape_ops_1.1_a4c58c278f0dc905_.log
2025-06-01T21:46:02.9821496Z Running 0 items in this shard:
2025-06-01T21:46:02.9821842Z 
2025-06-01T21:46:02.9824390Z Running test_itt 1/1 ... [2025-06-01 21:46:02.982110]
2025-06-01T21:46:02.9825054Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:46:02.9832247Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_itt.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:46:02.982706]
2025-06-01T21:46:06.1056822Z 
2025-06-01T21:46:06.1058350Z test_itt 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_itt_1.1_5783288c4839a343_.log
2025-06-01T21:46:06.1059463Z Running 0 items in this shard:
2025-06-01T21:46:06.1059749Z 
2025-06-01T21:46:06.1065958Z Running dynamo/test_aot_autograd_cache 1/1 ... [2025-06-01 21:46:06.106018]
2025-06-01T21:46:06.1066840Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:46:06.1070503Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_aot_autograd_cache.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:46:06.106570]
2025-06-01T21:46:12.6862512Z 
2025-06-01T21:46:12.6864466Z dynamo/test_aot_autograd_cache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_aot_autograd_cache_1.1_b24d9e08402adc08_.log
2025-06-01T21:46:12.6865993Z Running 0 items in this shard:
2025-06-01T21:46:12.6866371Z 
2025-06-01T21:46:12.6867200Z Running dynamo/test_compiler_bisector 1/1 ... [2025-06-01 21:46:12.686394]
2025-06-01T21:46:12.6868751Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:46:12.6876106Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_compiler_bisector.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:46:12.686968]
2025-06-01T21:46:18.9671047Z 
2025-06-01T21:46:18.9672731Z dynamo/test_compiler_bisector 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_compiler_bisector_1.1_3b9b5a663e8d6c9c_.log
2025-06-01T21:46:18.9674235Z Running 0 items in this shard:
2025-06-01T21:46:18.9674575Z 
2025-06-01T21:46:18.9679114Z Running test_model_exports_to_core_aten 1/1 ... [2025-06-01 21:46:18.967395]
2025-06-01T21:46:18.9679994Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:46:18.9685441Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_model_exports_to_core_aten.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:46:18.967983]
2025-06-01T21:46:22.4914433Z 
2025-06-01T21:46:22.4916030Z test_model_exports_to_core_aten 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_model_exports_to_core_aten_1.1_023417a300a0be2d_.log
2025-06-01T21:46:22.4917703Z Running 0 items in this shard:
2025-06-01T21:46:22.4918060Z 
2025-06-01T21:46:22.4920439Z Running dynamo/test_trace_rules 1/1 ... [2025-06-01 21:46:22.491623]
2025-06-01T21:46:22.4921203Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:46:22.4928244Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_trace_rules.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:46:22.492209]
2025-06-01T21:46:25.6140865Z 
2025-06-01T21:46:25.6142446Z dynamo/test_trace_rules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_trace_rules_1.1_1a8cfb7652b77cd8_.log
2025-06-01T21:46:25.6144073Z Running 0 items in this shard:
2025-06-01T21:46:25.6147172Z 
2025-06-01T21:46:25.6147707Z Running inductor/test_mmdecomp 1/1 ... [2025-06-01 21:46:25.614306]
2025-06-01T21:46:25.6148547Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:46:25.6154422Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mmdecomp.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:46:25.614869]
2025-06-01T21:46:32.1453176Z 
2025-06-01T21:46:32.1454026Z inductor/test_mmdecomp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mmdecomp_1.1_b9928db348b53c27_.log
2025-06-01T21:46:32.1454815Z Running 0 items in this shard:
2025-06-01T21:46:32.1455008Z 
2025-06-01T21:46:32.1456521Z Running export/test_converter 1/1 ... [2025-06-01 21:46:32.145449]
2025-06-01T21:46:32.1456924Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:46:32.1460026Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_converter.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:46:32.145758]
2025-06-01T21:46:35.4686022Z 
2025-06-01T21:46:35.4687683Z export/test_converter 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_converter_1.1_def4075fbbcc79b9_.log
2025-06-01T21:46:35.4689077Z Running 0 items in this shard:
2025-06-01T21:46:35.4689428Z 
2025-06-01T21:46:35.4693807Z Running dynamo/test_python_autograd 1/1 ... [2025-06-01 21:46:35.468874]
2025-06-01T21:46:35.4694701Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:46:35.4701544Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_python_autograd.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:46:35.469452]
2025-06-01T21:46:38.7420366Z 
2025-06-01T21:46:38.7421836Z dynamo/test_python_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_autograd_1.1_9bf6bad0247e892c_.log
2025-06-01T21:46:38.7423293Z Running 0 items in this shard:
2025-06-01T21:46:38.7423642Z 
2025-06-01T21:46:38.7423982Z Running test_tensorboard 1/1 ... [2025-06-01 21:46:38.741976]
2025-06-01T21:46:38.7424699Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:46:38.7426794Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_tensorboard.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:46:38.742266]
2025-06-01T21:46:42.3655960Z 
2025-06-01T21:46:42.3657411Z test_tensorboard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorboard_1.1_ca16b1a55359bb09_.log
2025-06-01T21:46:42.3658899Z Running 0 items in this shard:
2025-06-01T21:46:42.3659303Z 
2025-06-01T21:46:42.3665013Z Running optim/test_swa_utils 1/1 ... [2025-06-01 21:46:42.365913]
2025-06-01T21:46:42.3665807Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:46:42.3671617Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'optim/test_swa_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:46:42.366509]
2025-06-01T21:46:45.4389267Z 
2025-06-01T21:46:45.4390732Z optim/test_swa_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/optim.test_swa_utils_1.1_3b1dbda04580fc0c_.log
2025-06-01T21:46:45.4391901Z 
2025-06-01T21:46:45.4396669Z Running test_futures 1/1 ... [2025-06-01 21:46:45.439150]
2025-06-01T21:46:45.4397619Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:46:45.4409548Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_futures.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:46:45.439704]
2025-06-01T21:46:48.5620382Z 
2025-06-01T21:46:48.5622057Z test_futures 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_futures_1.1_b57679fb51c252b8_.log
2025-06-01T21:46:48.5623192Z Running 0 items in this shard:
2025-06-01T21:46:48.5623471Z 
2025-06-01T21:46:48.5627884Z Running nn/test_load_state_dict 1/1 ... [2025-06-01 21:46:48.562028]
2025-06-01T21:46:48.5628596Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:46:48.5630175Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_load_state_dict.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:46:48.562342]
2025-06-01T21:46:51.9359015Z 
2025-06-01T21:46:51.9360891Z nn/test_load_state_dict 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_load_state_dict_1.1_a9e031409799b8fd_.log
2025-06-01T21:46:51.9362292Z Running 0 items in this shard:
2025-06-01T21:46:51.9362639Z 
2025-06-01T21:46:51.9362982Z Running test_bundled_inputs 1/1 ... [2025-06-01 21:46:51.935137]
2025-06-01T21:46:51.9363685Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:46:51.9366300Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_bundled_inputs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:46:51.935694]
2025-06-01T21:46:55.1083569Z 
2025-06-01T21:46:55.1084879Z test_bundled_inputs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_bundled_inputs_1.1_642126dc0142af6f_.log
2025-06-01T21:46:55.1086159Z Running 0 items in this shard:
2025-06-01T21:46:55.1086527Z 
2025-06-01T21:46:55.1092255Z Running torch_np/numpy_tests/core/test_scalar_methods 1/1 ... [2025-06-01 21:46:55.108701]
2025-06-01T21:46:55.1093229Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:46:55.1099002Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_methods.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:46:55.109240]
2025-06-01T21:46:58.2819371Z 
2025-06-01T21:46:58.2821613Z torch_np/numpy_tests/core/test_scalar_methods 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_methods_1.1_b97535d75810b846_.log
2025-06-01T21:46:58.2823304Z Running 0 items in this shard:
2025-06-01T21:46:58.2823652Z 
2025-06-01T21:46:58.2825153Z Running test_linalg 1/2 ... [2025-06-01 21:46:58.282102]
2025-06-01T21:46:58.2825825Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:46:58.2832170Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_linalg.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:46:58.282639]
2025-06-01T21:47:02.4574658Z 
2025-06-01T21:47:02.4575717Z test_linalg 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_linalg_1.2_fa5867acf34b01cc_.log
2025-06-01T21:47:02.4577254Z Running 2 items in this shard: test/test_linalg.py::TestLinalgCUDA::test_svd_cuda_complex128, test/test_linalg.py::TestLinalgCUDA::test_svd_cuda_float32
2025-06-01T21:47:02.4577814Z 
2025-06-01T21:47:02.4578230Z Running torch_np/numpy_tests/core/test_shape_base 1/1 ... [2025-06-01 21:47:02.457516]
2025-06-01T21:47:02.4578676Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:47:02.4581461Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_shape_base.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:47:02.457846]
2025-06-01T21:47:05.6299851Z 
2025-06-01T21:47:05.6301591Z torch_np/numpy_tests/core/test_shape_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_shape_base_1.1_e29b26ccb1e26c3b_.log
2025-06-01T21:47:05.6302936Z Running 0 items in this shard:
2025-06-01T21:47:05.6303248Z 
2025-06-01T21:47:05.6305139Z Running dynamo/test_ctx_manager 1/1 ... [2025-06-01 21:47:05.630101]
2025-06-01T21:47:05.6305777Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:47:05.6312299Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_ctx_manager.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:47:05.630653]
2025-06-01T21:47:12.5614716Z 
2025-06-01T21:47:12.5617013Z dynamo/test_ctx_manager 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_ctx_manager_1.1_40f2364e7b4d9264_.log
2025-06-01T21:47:12.5618459Z Running 0 items in this shard:
2025-06-01T21:47:12.5618813Z 
2025-06-01T21:47:12.5619333Z Running test_functional_optim 1/1 ... [2025-06-01 21:47:12.561577]
2025-06-01T21:47:12.5620086Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:47:12.5627720Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functional_optim.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:47:12.562183]
2025-06-01T21:47:15.9352721Z 
2025-06-01T21:47:15.9354485Z test_functional_optim 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functional_optim_1.1_d713f7717213a8d9_.log
2025-06-01T21:47:15.9355618Z Running 0 items in this shard:
2025-06-01T21:47:15.9355897Z 
2025-06-01T21:47:15.9362195Z Running torch_np/numpy_tests/lib/test_twodim_base 1/1 ... [2025-06-01 21:47:15.935512]
2025-06-01T21:47:15.9363148Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:47:15.9366940Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_twodim_base.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:47:15.936112]
2025-06-01T21:47:19.1089375Z 
2025-06-01T21:47:19.1090799Z torch_np/numpy_tests/lib/test_twodim_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_twodim_base_1.1_8fd67ec156223a0d_.log
2025-06-01T21:47:19.1092335Z Running 0 items in this shard:
2025-06-01T21:47:19.1092671Z 
2025-06-01T21:47:19.1096702Z Running test_schema_check 1/1 ... [2025-06-01 21:47:19.109141]
2025-06-01T21:47:19.1097498Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:47:19.1103654Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_schema_check.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:47:19.109752]
2025-06-01T21:47:24.5374757Z 
2025-06-01T21:47:24.5376568Z test_schema_check 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_schema_check_1.1_52449762a1a7f5a2_.log
2025-06-01T21:47:24.5378854Z Running 0 items in this shard:
2025-06-01T21:47:24.5379193Z 
2025-06-01T21:47:24.5381279Z Running torch_np/numpy_tests/lib/test_arraysetops 1/1 ... [2025-06-01 21:47:24.537721]
2025-06-01T21:47:24.5382305Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:47:24.5389563Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraysetops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:47:24.538299]
2025-06-01T21:47:27.7115813Z 
2025-06-01T21:47:27.7117773Z torch_np/numpy_tests/lib/test_arraysetops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraysetops_1.1_0e738f719392b6e9_.log
2025-06-01T21:47:27.7119439Z Running 0 items in this shard:
2025-06-01T21:47:27.7119806Z 
2025-06-01T21:47:27.7124294Z Running dynamo/test_input_attr_tracking 1/1 ... [2025-06-01 21:47:27.711765]
2025-06-01T21:47:27.7125113Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:47:27.7128374Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_input_attr_tracking.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:47:27.712325]
2025-06-01T21:47:30.9852179Z 
2025-06-01T21:47:30.9854034Z dynamo/test_input_attr_tracking 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_input_attr_tracking_1.1_047c8f239c023ce8_.log
2025-06-01T21:47:30.9855571Z Running 0 items in this shard:
2025-06-01T21:47:30.9855923Z 
2025-06-01T21:47:30.9859986Z Running dynamo/test_hooks 1/1 ... [2025-06-01 21:47:30.985605]
2025-06-01T21:47:30.9860842Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:47:30.9867036Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_hooks.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:47:30.986157]
2025-06-01T21:47:34.2589039Z 
2025-06-01T21:47:34.2590176Z dynamo/test_hooks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_hooks_1.1_0c7794c0c023fbaf_.log
2025-06-01T21:47:34.2591288Z Running 0 items in this shard:
2025-06-01T21:47:34.2591580Z 
2025-06-01T21:47:34.2596462Z Running test_scatter_gather_ops 1/1 ... [2025-06-01 21:47:34.259106]
2025-06-01T21:47:34.2597415Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:47:34.2607518Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_scatter_gather_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:47:34.259650]
2025-06-01T21:47:37.9834292Z 
2025-06-01T21:47:37.9836271Z test_scatter_gather_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_scatter_gather_ops_1.1_ef3220550c9ae399_.log
2025-06-01T21:47:37.9838053Z Running 0 items in this shard:
2025-06-01T21:47:37.9838450Z 
2025-06-01T21:47:37.9843012Z Running test_dataloader 1/1 ... [2025-06-01 21:47:37.983696]
2025-06-01T21:47:37.9843795Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:47:37.9847277Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dataloader.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:47:37.984276]
2025-06-01T21:47:42.0589291Z 
2025-06-01T21:47:42.0590518Z test_dataloader 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dataloader_1.1_34f512a8f4d93106_.log
2025-06-01T21:47:42.0592496Z Running 0 items in this shard:
2025-06-01T21:47:42.0592806Z 
2025-06-01T21:47:42.0597174Z Running torch_np/test_ndarray_methods 1/1 ... [2025-06-01 21:47:42.059195]
2025-06-01T21:47:42.0598350Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:47:42.0610154Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_ndarray_methods.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:47:42.059761]
2025-06-01T21:47:45.2827271Z 
2025-06-01T21:47:45.2828638Z torch_np/test_ndarray_methods 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_ndarray_methods_1.1_fc1f9a8151020282_.log
2025-06-01T21:47:45.2829869Z Running 0 items in this shard:
2025-06-01T21:47:45.2830212Z 
2025-06-01T21:47:45.2833992Z Running nn/test_module_hooks 1/1 ... [2025-06-01 21:47:45.282904]
2025-06-01T21:47:45.2834862Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:47:45.2841163Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_module_hooks.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:47:45.283446]
2025-06-01T21:47:48.7568837Z 
2025-06-01T21:47:48.7570044Z nn/test_module_hooks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_module_hooks_1.1_d020b809809b983a_.log
2025-06-01T21:47:48.7571378Z Running 0 items in this shard:
2025-06-01T21:47:48.7571741Z 
2025-06-01T21:47:48.7573712Z Running dynamo/test_generator 1/1 ... [2025-06-01 21:47:48.756961]
2025-06-01T21:47:48.7574449Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:47:48.7581410Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_generator.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:47:48.757589]
2025-06-01T21:47:52.0302310Z 
2025-06-01T21:47:52.0303664Z dynamo/test_generator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_generator_1.1_0197f8786539a5f1_.log
2025-06-01T21:47:52.0305008Z Running 0 items in this shard:
2025-06-01T21:47:52.0305352Z 
2025-06-01T21:47:52.0305732Z Running test_unary_ufuncs 1/1 ... [2025-06-01 21:47:52.030121]
2025-06-01T21:47:52.0306429Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:47:52.0313101Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_unary_ufuncs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:47:52.030708]
2025-06-01T21:48:01.0160578Z 
2025-06-01T21:48:01.0161878Z test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_unary_ufuncs_1.1_74e84d719898c111_.log
2025-06-01T21:48:01.0162998Z Running 0 items in this shard:
2025-06-01T21:48:01.0163290Z 
2025-06-01T21:48:01.0166543Z Running lazy/test_ts_opinfo 1/1 ... [2025-06-01 21:48:01.016227]
2025-06-01T21:48:01.0167373Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:48:01.0172584Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_ts_opinfo.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:48:01.016841]
2025-06-01T21:48:05.2912500Z 
2025-06-01T21:48:05.2914151Z lazy/test_ts_opinfo 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_ts_opinfo_1.1_4e73c6075a937d3e_.log
2025-06-01T21:48:05.2915548Z Running 0 items in this shard:
2025-06-01T21:48:05.2915890Z 
2025-06-01T21:48:05.2919763Z Running lazy/test_extract_compiled_graph 1/1 ... [2025-06-01 21:48:05.291544]
2025-06-01T21:48:05.2920598Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:48:05.2928199Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_extract_compiled_graph.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:48:05.292109]
2025-06-01T21:48:06.7610938Z 
2025-06-01T21:48:06.7612521Z lazy/test_extract_compiled_graph 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_extract_compiled_graph_1.1_76d5a0f788de6a59_.log
2025-06-01T21:48:06.7613822Z 
2025-06-01T21:48:06.7617264Z Running dynamo/test_subclasses 1/1 ... [2025-06-01 21:48:06.761306]
2025-06-01T21:48:06.7618050Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:48:06.7621659Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_subclasses.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:48:06.761612]
2025-06-01T21:48:13.0903021Z 
2025-06-01T21:48:13.0904704Z dynamo/test_subclasses 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_subclasses_1.1_f2009dd9b2fa8f36_.log
2025-06-01T21:48:13.0906103Z Running 0 items in this shard:
2025-06-01T21:48:13.0906449Z 
2025-06-01T21:48:13.0911269Z Running torch_np/numpy_tests/lib/test_index_tricks 1/1 ... [2025-06-01 21:48:13.090571]
2025-06-01T21:48:13.0912208Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:48:13.0917669Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_index_tricks.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:48:13.091138]
2025-06-01T21:48:16.2651515Z 
2025-06-01T21:48:16.2654276Z torch_np/numpy_tests/lib/test_index_tricks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_index_tricks_1.1_c9af16eb2817c12b_.log
2025-06-01T21:48:16.2655924Z Running 0 items in this shard:
2025-06-01T21:48:16.2656260Z 
2025-06-01T21:48:16.2656592Z Running test_jit_llga_fuser 1/1 ... [2025-06-01 21:48:16.264326]
2025-06-01T21:48:16.2657294Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:48:16.2658696Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_llga_fuser.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:48:16.264872]
2025-06-01T21:48:19.9384622Z 
2025-06-01T21:48:19.9386143Z test_jit_llga_fuser 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_llga_fuser_1.1_99fcf0c4c3ccaf69_.log
2025-06-01T21:48:19.9387480Z Running 0 items in this shard:
2025-06-01T21:48:19.9387822Z 
2025-06-01T21:48:19.9393081Z Running test_vulkan 1/1 ... [2025-06-01 21:48:19.938790]
2025-06-01T21:48:19.9393861Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:48:19.9399556Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_vulkan.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:48:19.939349]
2025-06-01T21:48:23.0622534Z 
2025-06-01T21:48:23.0624353Z test_vulkan 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_vulkan_1.1_315fea57aa8b6117_.log
2025-06-01T21:48:23.0625620Z Running 0 items in this shard:
2025-06-01T21:48:23.0625956Z 
2025-06-01T21:48:23.0630037Z Running test_ops 1/3 ... [2025-06-01 21:48:23.062473]
2025-06-01T21:48:23.0630765Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:48:23.0636300Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:48:23.063037]
2025-06-01T21:48:36.7574031Z 
2025-06-01T21:48:36.7574992Z test_ops 1/3 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_1.3_9977234a8a68f1cf_.log
2025-06-01T21:48:36.7575580Z Running 0 items in this shard:
2025-06-01T21:48:36.7575742Z 
2025-06-01T21:48:36.7577813Z Running test_serialization 1/1 ... [2025-06-01 21:48:36.757547]
2025-06-01T21:48:36.7578171Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:48:36.7580952Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_serialization.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:48:36.757860]
2025-06-01T21:48:40.5820829Z 
2025-06-01T21:48:40.5822466Z test_serialization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_serialization_1.1_56d66ae46e2eaa4e_.log
2025-06-01T21:48:40.5825232Z Running 2 items in this shard: test/test_serialization.py::TestSerialization::test_serialization_2gb_file, test/test_serialization.py::TestSerialization::test_serialization_4gb_file
2025-06-01T21:48:40.5826626Z 
2025-06-01T21:48:40.5827011Z Running dynamo/test_recompile_ux 1/1 ... [2025-06-01 21:48:40.581939]
2025-06-01T21:48:40.5827789Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:48:40.5829676Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_recompile_ux.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:48:40.582226]
2025-06-01T21:48:43.8552474Z 
2025-06-01T21:48:43.8554763Z dynamo/test_recompile_ux 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_recompile_ux_1.1_58aea8e5fef793b2_.log
2025-06-01T21:48:43.8556194Z Running 0 items in this shard:
2025-06-01T21:48:43.8556518Z 
2025-06-01T21:48:43.8557460Z Running test_testing 1/1 ... [2025-06-01 21:48:43.855271]
2025-06-01T21:48:43.8558242Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:48:43.8564036Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_testing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:48:43.855840]
2025-06-01T21:48:48.6817118Z 
2025-06-01T21:48:48.6817690Z test_testing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_testing_1.1_64f13b728c1748af_.log
2025-06-01T21:48:48.6818205Z Running 0 items in this shard:
2025-06-01T21:48:48.6818386Z 
2025-06-01T21:48:48.6820767Z Running torch_np/numpy_tests/fft/test_pocketfft 1/1 ... [2025-06-01 21:48:48.681830]
2025-06-01T21:48:48.6821280Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:48:48.6830295Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/fft/test_pocketfft.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:48:48.682140]
2025-06-01T21:48:51.8541788Z 
2025-06-01T21:48:51.8543736Z torch_np/numpy_tests/fft/test_pocketfft 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.fft.test_pocketfft_1.1_66aa94a7dd51a610_.log
2025-06-01T21:48:51.8545349Z Running 0 items in this shard:
2025-06-01T21:48:51.8545683Z 
2025-06-01T21:48:51.8546593Z Running torch_np/numpy_tests/lib/test_shape_base_ 1/1 ... [2025-06-01 21:48:51.854195]
2025-06-01T21:48:51.8548420Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:48:51.8550576Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_shape_base_.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:48:51.854550]
2025-06-01T21:48:55.0268214Z 
2025-06-01T21:48:55.0269892Z torch_np/numpy_tests/lib/test_shape_base_ 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_shape_base__1.1_5980b554c6c9bf3d_.log
2025-06-01T21:48:55.0271501Z Running 0 items in this shard:
2025-06-01T21:48:55.0271839Z 
2025-06-01T21:48:55.0275662Z Running nn/test_init 1/1 ... [2025-06-01 21:48:55.027032]
2025-06-01T21:48:55.0276451Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:48:55.0284221Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_init.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:48:55.027579]
2025-06-01T21:48:58.4010606Z 
2025-06-01T21:48:58.4011816Z nn/test_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_init_1.1_ff9d08a49336834d_.log
2025-06-01T21:48:58.4012834Z Running 0 items in this shard:
2025-06-01T21:48:58.4013117Z 
2025-06-01T21:48:58.4017120Z Running test_mkldnn_fusion 1/1 ... [2025-06-01 21:48:58.401361]
2025-06-01T21:48:58.4017844Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:48:58.4025445Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkldnn_fusion.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:48:58.401969]
2025-06-01T21:49:01.5246603Z 
2025-06-01T21:49:01.5247672Z test_mkldnn_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_fusion_1.1_7761fc9318ee316f_.log
2025-06-01T21:49:01.5249425Z Running 0 items in this shard:
2025-06-01T21:49:01.5249737Z 
2025-06-01T21:49:01.5255092Z Running torch_np/numpy_tests/core/test_dlpack 1/1 ... [2025-06-01 21:49:01.525043]
2025-06-01T21:49:01.5256039Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:49:01.5261579Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_dlpack.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:49:01.525621]
2025-06-01T21:49:04.6483289Z 
2025-06-01T21:49:04.6485554Z torch_np/numpy_tests/core/test_dlpack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_dlpack_1.1_4e979bf13a9a2f2c_.log
2025-06-01T21:49:04.6487526Z Running 0 items in this shard:
2025-06-01T21:49:04.6487986Z 
2025-06-01T21:49:04.6488639Z Running test_xnnpack_integration 1/3 ... [2025-06-01 21:49:04.648360]
2025-06-01T21:49:04.6489620Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:49:04.6494104Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_xnnpack_integration.py', '-m', 'serial', '--shard-id=1', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:49:04.648982]
2025-06-01T21:49:07.8716217Z 
2025-06-01T21:49:07.8718594Z test_xnnpack_integration 1/3 was successful, full logs can be found in artifacts with path test/test-reports/test_xnnpack_integration_1.3_012b8f34e0c33e61_.log
2025-06-01T21:49:07.8720036Z Running 0 items in this shard:
2025-06-01T21:49:07.8720387Z 
2025-06-01T21:49:07.8729065Z Running test_xnnpack_integration 3/3 ... [2025-06-01 21:49:07.871853]
2025-06-01T21:49:07.8729752Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:49:07.8731448Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_xnnpack_integration.py', '-m', 'serial', '--shard-id=3', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:49:07.872381]
2025-06-01T21:49:11.0450915Z 
2025-06-01T21:49:11.0451748Z test_xnnpack_integration 3/3 was successful, full logs can be found in artifacts with path test/test-reports/test_xnnpack_integration_3.3_d24b54ba92c80ec5_.log
2025-06-01T21:49:11.0452509Z Running 0 items in this shard:
2025-06-01T21:49:11.0452677Z 
2025-06-01T21:49:11.0459422Z Running test_quantization 2/6 ... [2025-06-01 21:49:11.045361]
2025-06-01T21:49:11.0460200Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:49:11.0466423Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_quantization.py', '-m', 'serial', '--shard-id=2', '--num-shards=6', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:49:11.045957]
2025-06-01T21:49:18.0768690Z 
2025-06-01T21:49:18.0770403Z test_quantization 2/6 was successful, full logs can be found in artifacts with path test/test-reports/test_quantization_2.6_b5650c055b3241e6_.log
2025-06-01T21:49:18.0771713Z Running 0 items in this shard:
2025-06-01T21:49:18.0772053Z 
2025-06-01T21:49:18.0776571Z Running test_quantization 3/6 ... [2025-06-01 21:49:18.077193]
2025-06-01T21:49:18.0776977Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:49:18.0782664Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_quantization.py', '-m', 'serial', '--shard-id=3', '--num-shards=6', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:49:18.077831]
2025-06-01T21:49:25.0583481Z 
2025-06-01T21:49:25.0585081Z test_quantization 3/6 was successful, full logs can be found in artifacts with path test/test-reports/test_quantization_3.6_c45c5a8d01ae82d3_.log
2025-06-01T21:49:25.0586301Z Running 0 items in this shard:
2025-06-01T21:49:25.0586601Z 
2025-06-01T21:49:25.0591251Z Running test_quantization 6/6 ... [2025-06-01 21:49:25.058576]
2025-06-01T21:49:25.0592095Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:49:25.0597763Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_quantization.py', '-m', 'serial', '--shard-id=6', '--num-shards=6', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:49:25.059159]
2025-06-01T21:49:31.9916414Z 
2025-06-01T21:49:31.9918444Z test_quantization 6/6 was successful, full logs can be found in artifacts with path test/test-reports/test_quantization_6.6_26c4c9bf1d9a3c0c_.log
2025-06-01T21:49:31.9919775Z Running 0 items in this shard:
2025-06-01T21:49:31.9920048Z 
2025-06-01T21:49:31.9927272Z Running lazy/test_reuse_ir 1/1 ... [2025-06-01 21:49:31.991991]
2025-06-01T21:49:31.9928115Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:49:31.9929453Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_reuse_ir.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:49:31.992376]
2025-06-01T21:49:35.1145712Z 
2025-06-01T21:49:35.1146848Z lazy/test_reuse_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_reuse_ir_1.1_ac06fe833097da14_.log
2025-06-01T21:49:35.1148009Z Running 0 items in this shard:
2025-06-01T21:49:35.1148309Z 
2025-06-01T21:49:35.1154041Z Running lazy/test_bindings 1/1 ... [2025-06-01 21:49:35.114849]
2025-06-01T21:49:35.1154833Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:49:35.1159825Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_bindings.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:49:35.115417]
2025-06-01T21:49:36.5841842Z 
2025-06-01T21:49:36.5843030Z lazy/test_bindings 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_bindings_1.1_e2a46b3f5740551b_.log
2025-06-01T21:49:36.5844140Z 
2025-06-01T21:49:36.5847737Z Running cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic 1/1 ... [2025-06-01 21:49:36.584308]
2025-06-01T21:49:36.5848845Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:49:36.5854845Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:49:36.584897]
2025-06-01T21:49:43.2170234Z 
2025-06-01T21:49:43.2172404Z cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp_extensions.libtorch_agnostic_extension.test.test_libtorch_agnostic_1.1_8baf737da9ce7caf_.log
2025-06-01T21:49:43.2174479Z Running 0 items in this shard:
2025-06-01T21:49:43.2174816Z 
2025-06-01T21:49:43.2179617Z Running cpp_extensions/python_agnostic_extension/test/test_python_agnostic 1/1 ... [2025-06-01 21:49:43.217452]
2025-06-01T21:49:43.2180768Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:49:43.2183483Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'cpp_extensions/python_agnostic_extension/test/test_python_agnostic.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:49:43.217814]
2025-06-01T21:50:03.2244047Z 
2025-06-01T21:50:03.2245203Z cpp_extensions/python_agnostic_extension/test/test_python_agnostic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp_extensions.python_agnostic_extension.test.test_python_agnostic_1.1_8f1286775cce8478_.log
2025-06-01T21:50:03.2246801Z Running 0 items in this shard:
2025-06-01T21:50:03.2246995Z 
2025-06-01T21:50:03.2249363Z Running dynamo/test_buffers_override 1/1 ... [2025-06-01 21:50:03.224621]
2025-06-01T21:50:03.2249823Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:50:03.2255937Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_buffers_override.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:50:03.225238]
2025-06-01T21:50:06.3975958Z 
2025-06-01T21:50:06.3977357Z dynamo/test_buffers_override 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_buffers_override_1.1_905474f395027387_.log
2025-06-01T21:50:06.3978541Z Running 0 items in this shard:
2025-06-01T21:50:06.3978860Z 
2025-06-01T21:50:06.3979522Z Running dynamo/test_deque_reconstruct 1/1 ... [2025-06-01 21:50:06.397745]
2025-06-01T21:50:06.3980168Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:50:06.3985918Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_deque_reconstruct.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:50:06.398268]
2025-06-01T21:50:09.5712489Z 
2025-06-01T21:50:09.5713137Z dynamo/test_deque_reconstruct 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deque_reconstruct_1.1_953790ff7bdbde52_.log
2025-06-01T21:50:09.5713788Z Running 0 items in this shard:
2025-06-01T21:50:09.5713928Z 
2025-06-01T21:50:09.5721242Z Running dynamo/test_guard_serialization 1/1 ... [2025-06-01 21:50:09.571805]
2025-06-01T21:50:09.5721748Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:50:09.5727197Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_guard_serialization.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:50:09.572460]
2025-06-01T21:50:16.0517651Z 
2025-06-01T21:50:16.0518812Z dynamo/test_guard_serialization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_guard_serialization_1.1_1cfa1ce88d34d4bc_.log
2025-06-01T21:50:16.0519605Z Running 0 items in this shard:
2025-06-01T21:50:16.0519788Z 
2025-06-01T21:50:16.0525027Z Running dynamo/test_inline_and_install 1/1 ... [2025-06-01 21:50:16.052273]
2025-06-01T21:50:16.0525448Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:50:16.0531372Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_inline_and_install.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:50:16.052918]
2025-06-01T21:50:20.0776137Z 
2025-06-01T21:50:20.0777765Z dynamo/test_inline_and_install 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_inline_and_install_1.1_9ffdb69f4f5ec352_.log
2025-06-01T21:50:20.0779246Z Running 0 items in this shard:
2025-06-01T21:50:20.0779581Z 
2025-06-01T21:50:20.0780910Z Running dynamo/test_install_free_tensors 1/1 ... [2025-06-01 21:50:20.077625]
2025-06-01T21:50:20.0781775Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:50:20.0788381Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_install_free_tensors.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:50:20.078227]
2025-06-01T21:50:23.3512710Z 
2025-06-01T21:50:23.3513837Z dynamo/test_install_free_tensors 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_install_free_tensors_1.1_e0cef8a5ac5ef2f3_.log
2025-06-01T21:50:23.3514488Z Running 0 items in this shard:
2025-06-01T21:50:23.3514638Z 
2025-06-01T21:50:23.3523220Z Running export/test_export_strict 1/1 ... [2025-06-01 21:50:23.351617]
2025-06-01T21:50:23.3524063Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:50:23.3526909Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_strict.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:50:23.352161]
2025-06-01T21:50:30.3826662Z 
2025-06-01T21:50:30.3827914Z export/test_export_strict 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_strict_1.1_38e89a928e68ba66_.log
2025-06-01T21:50:30.3829038Z Running 0 items in this shard:
2025-06-01T21:50:30.3829350Z 
2025-06-01T21:50:30.3830234Z Running export/test_export_with_inline_and_install 1/1 ... [2025-06-01 21:50:30.382683]
2025-06-01T21:50:30.3831023Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:50:30.3832722Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_with_inline_and_install.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:50:30.382977]
2025-06-01T21:50:36.8127381Z 
2025-06-01T21:50:36.8129454Z export/test_export_with_inline_and_install 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_with_inline_and_install_1.1_a4b0a80335d27f40_.log
2025-06-01T21:50:36.8131184Z Running 0 items in this shard:
2025-06-01T21:50:36.8131522Z 
2025-06-01T21:50:36.8131878Z Running export/test_package 1/1 ... [2025-06-01 21:50:36.812404]
2025-06-01T21:50:36.8133487Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:50:36.8135608Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_package.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:50:36.813017]
2025-06-01T21:50:39.9861336Z 
2025-06-01T21:50:39.9862846Z export/test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_package_1.1_8b96fb9b73ad1acd_.log
2025-06-01T21:50:39.9864184Z Running 0 items in this shard:
2025-06-01T21:50:39.9864522Z 
2025-06-01T21:50:39.9868744Z Running inductor/test_alignment 1/1 ... [2025-06-01 21:50:39.986375]
2025-06-01T21:50:39.9869627Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:50:39.9874793Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_alignment.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:50:39.986726]
2025-06-01T21:50:46.5659311Z 
2025-06-01T21:50:46.5660270Z inductor/test_alignment 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_alignment_1.1_26890d7a4b383ae4_.log
2025-06-01T21:50:46.5660868Z Running 0 items in this shard:
2025-06-01T21:50:46.5661008Z 
2025-06-01T21:50:46.5664897Z Running inductor/test_best_config 1/1 ... [2025-06-01 21:50:46.565985]
2025-06-01T21:50:46.5665809Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:50:46.5671699Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_best_config.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:50:46.566564]
2025-06-01T21:50:52.8458277Z 
2025-06-01T21:50:52.8459737Z inductor/test_best_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_best_config_1.1_53d14271fce55593_.log
2025-06-01T21:50:52.8461952Z Running 0 items in this shard:
2025-06-01T21:50:52.8462314Z 
2025-06-01T21:50:52.8464751Z Running inductor/test_compile 1/1 ... [2025-06-01 21:50:52.846109]
2025-06-01T21:50:52.8471150Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:50:52.8473197Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:50:52.846681]
2025-06-01T21:50:59.5264445Z 
2025-06-01T21:50:59.5265853Z inductor/test_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_1.1_1a09fea3ae743949_.log
2025-06-01T21:50:59.5267220Z Running 0 items in this shard:
2025-06-01T21:50:59.5267575Z 
2025-06-01T21:50:59.5270952Z Running inductor/test_compile_subprocess 1/1 ... [2025-06-01 21:50:59.526666]
2025-06-01T21:50:59.5271797Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:50:59.5278396Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile_subprocess.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:50:59.527229]
2025-06-01T21:51:06.7084888Z 
2025-06-01T21:51:06.7086806Z inductor/test_compile_subprocess 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_subprocess_1.1_b4420b07afbcdcdb_.log
2025-06-01T21:51:06.7089217Z Running 1 items in this shard: test/inductor/test_compile_subprocess.py::GPUTests::test_large_block_sizes_cuda
2025-06-01T21:51:06.7090201Z 
2025-06-01T21:51:06.7154910Z Running inductor/test_compiled_autograd 1/2 ... [2025-06-01 21:51:06.714751]
2025-06-01T21:51:06.7156375Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:51:06.7157075Z Running inductor/test_compiled_autograd 2/2 ... [2025-06-01 21:51:06.714936]
2025-06-01T21:51:06.7157963Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:51:06.7159896Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compiled_autograd.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:51:06.715416]
2025-06-01T21:51:06.7162924Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compiled_autograd.py', '-m', 'not serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:51:06.715679]
2025-06-01T21:51:15.2983128Z 
2025-06-01T21:51:15.2984117Z inductor/test_compiled_autograd 2/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compiled_autograd_2.2_de8fe44c160d9079_.log
2025-06-01T21:51:15.3157652Z Running 399 items in this shard: test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_accumulate_grad_accuracy, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_accumulate_without_zero, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_aot_bwd_gm_runnable, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_basic_is_traceable_False, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_data_dependent_is_traceable_False, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_id_is_traceable_False, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_saved_basic_is_traceable_False, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_saved_basic_is_traceable_True, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_saved_dynamic_is_traceable_False, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_saved_float_is_traceable_False, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_basic, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_callback_graph_break_throws_error, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_compile_api_api_optimize_backend_eager, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_compile_api_api_optimize_backend_inductor, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_cudagraphs_cpu_division, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_compiled_fw_graph_break, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_non_variable_input, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_output_metadata, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_saved_multiple_tensors_dedup, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_saved_shape_tensor, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_with_same_graph, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_dont_dce_side_effects, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_dynamic_shapes, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_dynamic_shapes_from_forward, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_dynamo_flaky_segfault, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_free_activation_memory, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_graph_break_custom_op, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_implicit_add, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_inputs_aliasing_bytecode_attr_mutations, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_keep_graph_simple, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_logs, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_logs_aot_bwd_reuse, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_mismatch_fake_tensor_mode, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_mismatch_fake_tensor_mode_dynamic_shape, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_multiple_torch_compile, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_no_output_nodes_all_leaves, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_no_output_nodes_different_leaves_will_recompile, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_no_output_nodes_some_leaves, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_output_nodes_some_leaves, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_acc_grad, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_all_bwd_hooks, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_multi_post_hooks, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_post_hook1, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_post_hook2, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_post_hook3, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_tensor_grad_hook3, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_tensor_subclass_basic, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_torch_compile, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_torch_compile_api_dynamic_shapes, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_torch_compile_graph_break, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_torch_compile_graph_break2, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_trace_auto_functionalized, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_trace_auto_functionalized_v2, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_verbose_logs_aot_id, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_verbose_logs_graph, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_accumulate_grad_tensor_reference, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_anomaly_grad_warnings, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_attribute_deletion, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_node_isinstance, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_print_tensor, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_python_custom_function_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_to_node, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_twice_retained_graph_without_saved_values, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_twice_without_saved_values, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_with_nonleaf_inputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_with_scalar_input, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_callback_propagates_errors_from_device_thread, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpoint_sequential_warns_if_use_reentrant_not_passed_explcitly, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpoint_warns_if_use_reentrant_not_passed_explcitly, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_non_reentrant_autocast_cpu, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_non_reentrant_autocast_gpu, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_arbitrary_input_output, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_detached_tensor_use_reentrant_True, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_parameter_used_in_an_out, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_saved_object_identity, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_with_context_fn, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_copy_slices_graph_task_updates, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_current_graph_task_id, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_current_node, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_forward_mode_forward_is_no_op, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_forward_mode_inplace_checks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_forward_mode_view_checks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_inplace_on_non_default_view, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_inplace_on_view_of_leaf, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_local_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_mark_output_view_of_intermediate, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_no_tensors, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_non_tensor_inputs_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_return_view_in_nograd, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_save_for_forward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_setup_context_multi_input, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_setup_context_multi_output, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_default_saved_tensors_hooks_double_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_detach, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_diagonal_expanded_v, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_dir, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_dont_materialize_grads, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_free_deep_graph, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_full_backward_hook_double_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_function_returns_input, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_function_returns_undefined_tensor, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gc_in_destructor, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_badcalls, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_fn_attr_bindings, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_fn_prehooks_remove_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_materialize_grads, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_mode_class_decoration, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_mode_restored_reentrant, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_nonleaf_many_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_to_node_multi, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_to_node_set, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_unreachable, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_backward_mul_by_grad_output, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_check_no_differentiable_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_default_device_placement_context, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_forward_ad_batched_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_get_analytical_jacobian, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_get_numerical_jacobian, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_input_layout0, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_input_layout1, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_input_layout3, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_jacobian_mismatch, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_multiple_mkldnn_inputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_nondeterministic, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_single_input, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_undefined_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_validates_input_mkldnn, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradient_edge_output, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_graph_save_on_cpu_cuda, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hessian_vector, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hook_closure_cycle_use_custom_function_False_use_tensor_hook_False, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hook_closure_cycle_use_custom_function_False_use_tensor_hook_True, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hook_closure_cycle_use_custom_function_True_use_tensor_hook_False, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hook_closure_cycle_use_custom_function_True_use_tensor_hook_True, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hook_with_no_name, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_increment_version, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_index_backward_does_not_save_tensor, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_indexing_duplicates, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_inplace_on_view_saved_output, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_input_buffer_accum, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_invalid_gradients, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_isolated_node, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_leaf_assignment, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_mark_non_differentiable_mixed, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_mark_non_differentiable_none, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_multi_grad_all_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_multi_grad_any_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_multi_grad_hooks_invalid_mode, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_multiple_insert_removal_caching, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_naughty_autograd_function_attribute_access, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_nested_anomaly_detect_nan, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_grad_assignment, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_grad_copy, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_grad_copy_sparse, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_grad_input, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_grad_modifies_version, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_unnecessary_unwrapping, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_node_ordering_when_none_returned, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_node_post_hook_registered_during_unpack_hook, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_not_implemented_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_numpy_requires_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_once_differentiable, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_out_variant_raises_when_inputs_require_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_pack_hook_with_inplace_modification_should_fail, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_post_accumulate_grad_hook_e2e, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_post_accumulate_grad_hook_multiple_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_post_accumulate_grad_hook_multiple_tensors, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_post_accumulate_grad_hook_on_non_leaf, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_post_accumulate_grad_hook_ordering, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_aggregation_fake, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_aggregation_lstm, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_propagation, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_unboxed_only, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_pynode_destruction_deadlock, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_record_function_callbacks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_record_function_legacy, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_record_function_multithreaded, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_priority, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_with_callbacks_both_depths, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_with_callbacks_depth_1, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_with_non_leaf_variable_hook, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_requires_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_requires_grad_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_retain_grad_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_retain_grad_inplace_over_view, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_retains_grad_can_always_observe_tensor_prehook, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_return_leaf_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_tensor_hooks_custom_error_propagation, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_tensor_hooks_extra_exit_during_bw_no_crash, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_tensors_hook_version_counter_not_shared, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_variable_packing_unpacking_did_not_save_original_with_default_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_variable_packing_unpacking_saved_original_with_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_variable_saved_original_inplace_detach, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_variables_deprecated, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saving_variable_to_disk, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_select_sum, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_data_preserve_pyobj, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_data_self_requires_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_coroutines, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_coroutines_critical_exceptions, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_coroutines_exit, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_enabled, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_generator_functions_recursive, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_setitem, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_setitem_mask, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_setting_default_saved_variable_hooks_twice_should_not_fail, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_setting_default_saved_variable_hooks_twice_should_use_inner, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_setup_context_when_forward_has_default_args, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_simple_reentrant, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_slice_expanded_v, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sparse_gather_dim0, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sparse_gather_dim1, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sparse_gather_x_scalar, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sparse_mm_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_tensor_hooks_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_tensor_hooks_inplace_over_view, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_to_sparse_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_type_conversions, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_unpack_hooks_exec_count, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_unsafe_set_version_counter, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_variable_traverse, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_view_func_replay, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_view_replay_enabled, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_wrapped_number_saved_tensors_hooks, test/inductor/test_compiled_autograd.py::TestNestedCheckpointWithCompiledAutograd::test_nested_checkpoint_kwargs_early_stop_False, test/inductor/test_compiled_autograd.py::TestNestedCheckpointWithCompiledAutograd::test_nested_checkpoint_non_tensor_inputs_and_outputs_early_stop_False, test/inductor/test_compiled_autograd.py::TestNestedCheckpointWithCompiledAutograd::test_nested_checkpoint_same_graph_early_stop_False, test/inductor/test_compiled_autograd.py::TestNestedCheckpointWithCompiledAutograd::test_nested_checkpoint_set_early_stop, test/inductor/test_compiled_autograd.py::TestNestedCheckpointWithCompiledAutograd::test_nested_checkpoint_set_early_stop_no_recompution_needed, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_abstract_impl_on_existing_op_with_CompositeImplicitAutograd, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_abstract_impl_on_existing_op_with_meta, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_autogen_aten_ops_are_pt2_compliant, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_autograd_function_backed_op, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_autograd_notimplemented, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_autograd_notimplemented_gradmode, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_dict_invalid_keys, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_dict_requires_keys_for_input_optional_tensors, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_dict_requires_keys_for_input_tensors, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_grads_are_tensor_or_none, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_impl_on_existing_op, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_impl_on_existing_op_CompositeImplicitAutograd, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_impl_on_existing_op_incorrect_schema_views, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_impl_on_existing_op_with_key_key_Autograd, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_impl_on_existing_op_with_key_key_AutogradCPU, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_output_differentiability_non_tensor, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_output_differentiability_numel, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_output_differentiability_type, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_partially_registered, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_returns_dict, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_tensorlist_input_requires_list_grads, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_tensorlist_input_requires_list_grads_none_or_Tensor, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_builtin_aten_ops_are_pt2_compliant, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_builtin_torchscript_ops, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_data_dependent_compile, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_data_dependent_fake_tracing, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_define_and_impl, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_define_bad_schema, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_define_validation, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_define_with_tags_list, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_define_with_tags_single, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_define_with_tags_tuple, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_deploy_interaction, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_functionalize_error, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_cpu, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_device_cuda, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_device_function, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_device_invalid, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_function, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_meta, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_on_existing_op, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_on_existing_op_with_cpu_registration_key_CUDA, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_on_existing_op_with_cpu_registration_key_CompositeExplicitAutograd, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_incorrect_schema_types, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_infer_schema_no_return, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_lifetime, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_not_implemented_error, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_override_cea, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_override_fake, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_reserved_ns, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_resolve_packet, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_save_for_backward_inputs_are_namedtuple, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_schema_matches_signature, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_sequences, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_supported_return_types_multi_return, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_supported_return_types_single_return, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_supported_schemas, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_unsupported_param_types, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_access_module_attr, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_capture_global_num, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_capture_global_num_adds_guard, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_capture_tracked_nested, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_capture_untracked_global, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_capture_untracked_nonlocal, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_capture_value_created_in_subgraph, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_concat_unbacked_shape_tensor, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_cond_branches_no_arguments_no_closure, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_cond_pytree_operands_with_non_tensor_leaves, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_cond_subgraph_name_is_valid, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_cond_with_empty_operands, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_dynamic_shapes_over_vmap_batch_size, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_enum_arg, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_error_message_sane, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_fallback_on_graph_break_complicated, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_fallback_on_python_primitives_output, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_flat_list_output, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_fn_with_kwargs_in_torch_ops, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_hints_wrapper, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_hints_wrapper_incorrect_type, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_hints_wrapper_pytree_inputs, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_hooks, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_inlined_functions, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_lift_tensor_constant, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_lift_tensors_with_shared_symbols, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_make_closure, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_map_example_value_metadata_consistent_with_eager, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_map_graph_break, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_map_side_effect, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_map_symint_input, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_modules, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_register_mode, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_same_freevar_twice, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_del_existing_attr_global_module, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_del_existing_attr_nonlocal_module, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_in_body, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_mutate_global_tensor_builtin, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_mutate_nonlocal_tensor, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_set_existing_attr_nonlocal_obj, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_set_new_attr_global_obj, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_set_new_attr_nonlocal_module, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_set_new_attr_nonlocal_obj, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_symint_input, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_tensor_and_unbacked_symbol_closure, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_tensor_to_list_closure, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_tensor_with_unbacked_shape_closure, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_wrap_all_kwarg, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_wrap_kwarg_default, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_wrap_kwarg_default_if_branch, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_wrap_kwarg_int, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_wrap_pytree_args_nested, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_wrap_pytree_args_not_const_symint_tensor, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_wrap_pytree_args_with_symint_constant, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_wrap_subgraph_name_is_valid, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_functional_call, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_functional_call_disable_inline_nn_module, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_capture_tensor, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_closure_scalar, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_non_tensor_input, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_over_grad, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_two_tensor_all_grad_has_aux, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_two_tensor_has_aux, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jacfwd_randomness, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jacfwd_two_tensors_argnums, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jacrev, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jvp_freevar_python_scalar, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jvp_jvp, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jvp_two_tensors_disable_enable_disable_grad, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jvp_two_tensors_disable_grad, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_linearize_jvp_fn, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vjp, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vjp_has_aux, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_call_compiled_backward_fn, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_free_tensor, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_get_wrapped, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_kwargs, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_multiple_outputs, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_multiple_outputs_out_dims_tuple, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_new_tensor_implicit_via_op, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_new_tensor_in_body, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_new_tensor_unused_in_body, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_out_dims_None, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_over_vmap_two_inputs, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_previous_illegal_op_no_graph_break, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_recompile_with_randomness, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_with_graph_break_2, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_with_graph_break_lambda, test/inductor/test_compiled_autograd.py::ActivationCheckpointingTestsWithCompiledAutograd::test_cond_with_kwargs, test/inductor/test_compiled_autograd.py::ActivationCheckpointingTestsWithCompiledAutograd::test_cond_with_mismatched_output, test/inductor/test_compiled_autograd.py::ActivationCheckpointingTestsWithCompiledAutograd::test_dropout, test/inductor/test_compiled_autograd.py::ActivationCheckpointingTestsWithCompiledAutograd::test_fallback, test/inductor/test_compiled_autograd.py::ActivationCheckpointingTestsWithCompiledAutograd::test_function_with_kwargs, test/inductor/test_compiled_autograd.py::ActivationCheckpointingTestsWithCompiledAutograd::test_override_fallthrough_dispatch_key, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dtensor_attribute_access_on_intermediate, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dtensor_basic, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dtensor_contiguous_dtensor_noncontiguous_local_as_tangent, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dtensor_noncontiguous_output, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dynamo_dtensor_from_local, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_tp_compile_comm_reordering, test/inductor/test_compiled_autograd.py::TestCompiledAutogradOpInfoCUDA::test_hops_in_bwd_auto_functionalize_simple_cuda_float32, test/inductor/test_compiled_autograd.py::TestCompiledAutogradOpInfoCUDA::test_hops_in_bwd_flex_attention_backward_simple_cuda_float32, test/inductor/test_compiled_autograd.py::TestCompiledAutogradOpInfoCUDA::test_hops_in_bwd_flex_attention_simple_cuda_float32, test/inductor/test_compiled_autograd.py::TestCompiledAutogradOpInfoCUDA::test_hops_in_bwd_invoke_quant_simple_cuda_float32, test/inductor/test_compiled_autograd.py::TestCompiledAutogradOpInfoCUDA::test_hops_in_bwd_map_triple_nested_cuda_float32, test/inductor/test_compiled_autograd.py::TestCompiledAutogradOpInfoCUDA::test_hops_in_bwd_scan_simple_cuda_float32
2025-06-01T21:51:15.3315477Z 
2025-06-01T21:51:15.3315734Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading
2025-06-01T21:51:15.3316239Z Running dynamo/test_unittest 1/1 ... [2025-06-01 21:51:15.299560]
2025-06-01T21:51:15.3316613Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:51:15.3317630Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_unittest.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:51:15.300206]
2025-06-01T21:51:15.3318575Z Uploading artifacts took 0.00 seconds
2025-06-01T21:51:18.8738771Z 
2025-06-01T21:51:18.8740783Z dynamo/test_unittest 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_unittest_1.1_48a2c75357bcc781_.log
2025-06-01T21:51:18.8742483Z Running 1 items in this shard: test/dynamo/test_unittest.py::TestUnittest::test_SkipTest
2025-06-01T21:51:18.8743158Z 
2025-06-01T21:51:18.8743494Z Running test_sparse_csr 1/1 ... [2025-06-01 21:51:18.873462]
2025-06-01T21:51:18.8744189Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:51:18.8746012Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_sparse_csr.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:51:18.873796]
2025-06-01T21:58:04.6638306Z 
2025-06-01T21:58:04.6639635Z test_sparse_csr 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_csr_1.1_d857b0d90ac61eca_.log
2025-06-01T21:58:04.8069090Z Running 4958 items in this shard: test/test_sparse_csr.py::TestSparseCSRSampler::test_make_crow_indices, test/test_sparse_csr.py::TestSparseCSRCUDA::test_add_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_add_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_add_SparseCSR_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_add_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_all_sparse_csr_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_all_sparse_csr_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_all_sparse_csr_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_all_sparse_csr_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_all_sparse_csr_SparseCSR_cuda_complex128, 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test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseBSC_SparseBSR_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseBSC_SparseCSC_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseBSC_SparseCSR_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseBSR_SparseBSC_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseBSR_SparseBSR_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseBSR_SparseCSC_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseBSR_SparseCSR_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseCSC_SparseBSC_cuda, 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test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_is_contiguous_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_matvec_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_matvec_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_matvec_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_matvec_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_matvec_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_matvec_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_nnz_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_storage_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_stride_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_to_block_csr_blocksize_2_cuda_float64_int32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_to_block_csr_blocksize_2_cuda_float64_int64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_to_block_csr_blocksize_4_cuda_float64_int32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_to_block_csr_blocksize_4_cuda_float64_int64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_to_block_csr_errors_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseBSC_Batched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseBSC_Batched_NonHybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseBSC_NonBatched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseBSC_NonBatched_NonHybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseBSR_Batched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseBSR_Batched_NonHybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseBSR_NonBatched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseBSR_NonBatched_NonHybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSC_Batched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSC_Batched_NonHybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSC_NonBatched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSC_NonBatched_NonHybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSR_Batched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSR_Batched_NonHybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSR_NonBatched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSR_NonBatched_NonHybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_int16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_int32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_int64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_int8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_uint8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_bool, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_int16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_int32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_int64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_int8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_uint8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_linalg_solve_sparse_csr_cusolver_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_linalg_solve_sparse_csr_cusolver_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_matmul_device_mismatch_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mm_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mm_errors_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_bool, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_int16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_int64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_int8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_uint8, 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test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSR_cuda_int64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSR_cuda_int8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSC_cuda_bool, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSC_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSC_cuda_int16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSC_cuda_int32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSC_cuda_int64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSC_cuda_int8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSR_cuda_bool, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSR_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSR_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSR_cuda_int32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSR_cuda_int64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSR_cuda_int8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseCSR_cuda_uint8, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_nn_functional_relu_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_nn_functional_relu_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_nn_functional_relu_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_nn_functional_relu_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_nn_functional_relu_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_nn_functional_relu_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_nn_functional_relu_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_nn_functional_relu_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_positive_cuda_bfloat16, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_int64, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_angle_cuda_bool, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_int8, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_int64, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_deg2rad_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_deg2rad_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_int64, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_floor_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_floor_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_floor_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_floor_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_floor_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_floor_cuda_int32, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_complex128, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_int64, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_nn_functional_relu_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_nn_functional_relu_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_randn_like_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_randn_like_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_randn_like_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_randn_like_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_randn_like_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_randn_like_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_randn_like_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_complex64, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_int32, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_frac_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_frac_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_frac_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_frac_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_float16, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_mean_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_mean_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_mean_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_mean_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_mean_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_mean_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_prod_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_prod_cuda_bool, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_prod_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_int16, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_randn_like_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_randn_like_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_randn_like_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_randn_like_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_randn_like_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_randn_like_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_randn_like_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_int64, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_complex64, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_int8, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_to_sparse_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_to_sparse_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_to_sparse_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_to_sparse_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_to_sparse_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_to_sparse_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_to_sparse_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_to_sparse_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_to_sparse_cuda_int32, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseBSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseBSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseBSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseBSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseBSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseBSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseBSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseBSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseBSC_cuda_int64, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_TensorAsKey_cuda, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_addmm_meta_cuda, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_16_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_16_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_16_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_16_int64_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_16_int64_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_16_int64_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_32_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_32_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_32_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_32_int64_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_32_int64_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_32_int64_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_64_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_64_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_64_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_64_int64_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_64_int64_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_64_int64_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_error_messages_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_16_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_16_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_16_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_16x32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_16x32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_16x32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_2_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_2_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_2_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_2x3_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_2x3_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_2x3_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_64_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_64_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_64_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_softmax_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_softmax_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_softmax_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16x32_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16x32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16x32_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16x32_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16x32_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16x32_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16x32_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16x32_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16x32_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16x32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16x32_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16x32_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16x32_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16x32_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16x32_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16x32_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_32_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_32_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_32_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_32_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_32_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_32_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_32_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_32_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_32_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_32_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_32_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_32_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_32_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_32_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_32_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_32_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_32_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_16_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_16_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_16_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_64_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_64_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_64_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scaled_dot_product_attention_block_size_16_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scaled_dot_product_attention_block_size_16_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scaled_dot_product_attention_block_size_16_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scaled_dot_product_attention_block_size_32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scaled_dot_product_attention_block_size_32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scaled_dot_product_attention_block_size_32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scaled_dot_product_attention_block_size_64_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scaled_dot_product_attention_block_size_64_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scaled_dot_product_attention_block_size_64_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scatter_mm_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scatter_mm_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scatter_mm_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op__int_bsr_dense_addmm_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op__int_bsr_dense_addmm_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op__int_bsr_dense_addmm_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op__int_bsr_dense_addmm_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op__int_bsr_dense_addmm_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op__int_bsr_dense_addmm_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op__int_bsr_dense_addmm_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op__int_bsr_dense_addmm_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op_bsr_dense_addmm_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op_bsr_dense_addmm_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op_bsr_dense_addmm_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op_bsr_dense_addmm_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op_bsr_dense_addmm_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op_bsr_dense_addmm_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op_bsr_dense_addmm_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op_bsr_dense_addmm_out_dtype_unspecified_cuda_int8
2025-06-01T21:58:04.9406307Z 
2025-06-01T21:58:04.9406453Z Running test_sparse 2/2 ... [2025-06-01 21:58:04.673452]
2025-06-01T21:58:04.9406776Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T21:58:04.9407529Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_sparse.py', '-m', 'not serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 21:58:04.673764]
2025-06-01T22:00:23.5536934Z 
2025-06-01T22:00:23.5537704Z test_sparse 2/2 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_2.2_5c6a1eb2a528673f_.log
2025-06-01T22:00:23.5926163Z Running 1556 items in this shard: test/test_sparse.py::TestSparseLegacyAndDeprecation::test_legacy_warnings, test/test_sparse.py::TestSparseOneOff::test_cuda_sparse_cpu_dense_add, test/test_sparse.py::TestSparseMeta::test_add_meta_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_fake_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_fake_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_fake_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_fake_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_meta_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_meta_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_meta_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_print_meta_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_print_meta_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_print_meta_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_sum_meta_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_to_meta_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_to_meta_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_to_meta_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_to_meta_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_fake_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_fake_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_fake_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_meta_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_meta_SparseBSR_float64, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_abs_cuda_complex128, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_abs_cuda_complex64, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_abs_cuda_float64, 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test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_row_indices_SparseCSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_row_indices_Strided_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_values_SparseCSC_cuda
2025-06-01T22:00:23.6308931Z 
2025-06-01T22:00:23.6309115Z Running functorch/test_rearrange 1/1 ... [2025-06-01 22:00:23.555938]
2025-06-01T22:00:23.6309469Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:00:23.6310482Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_rearrange.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:00:23.556234]
2025-06-01T22:00:27.0784157Z 
2025-06-01T22:00:27.0785737Z functorch/test_rearrange 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_rearrange_1.1_ec536d8fef908462_.log
2025-06-01T22:00:27.0792178Z Running 10 items in this shard: test/functorch/test_rearrange.py::TestRearrange::test_0_dim_tensor, test/functorch/test_rearrange.py::TestRearrange::test_collapsed_ellipsis_errors_out, test/functorch/test_rearrange.py::TestRearrange::test_concatenations_and_stacking, test/functorch/test_rearrange.py::TestRearrange::test_dimension_mismatch_no_ellipsis, test/functorch/test_rearrange.py::TestRearrange::test_dimension_mismatch_with_ellipsis, test/functorch/test_rearrange.py::TestRearrange::test_ellipsis_ops, test/functorch/test_rearrange.py::TestRearrange::test_rearrange_consistency, test/functorch/test_rearrange.py::TestRearrange::test_rearrange_permutations, test/functorch/test_rearrange.py::TestRearrange::test_squeeze, test/functorch/test_rearrange.py::TestRearrange::test_unsqueeze
2025-06-01T22:00:27.0796379Z 
2025-06-01T22:00:27.0796692Z Running functorch/test_parsing 1/1 ... [2025-06-01 22:00:27.078064]
2025-06-01T22:00:27.0797386Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:00:27.0798850Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_parsing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:00:27.078565]
2025-06-01T22:00:30.5516453Z 
2025-06-01T22:00:30.5517681Z functorch/test_parsing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_parsing_1.1_796a43dd4a08d5cf_.log
2025-06-01T22:00:30.5525741Z Running 12 items in this shard: test/functorch/test_parsing.py::TestAnonymousAxis::test_anonymous_axes, test/functorch/test_parsing.py::TestParsedExpression::test_elementary_axis_name, test/functorch/test_parsing.py::TestParsedExpression::test_invalid_expressions, test/functorch/test_parsing.py::TestParsedExpression::test_parse_expression, test/functorch/test_parsing.py::TestParsingUtils::test_ellipsis_invalid_identifier, test/functorch/test_parsing.py::TestParsingUtils::test_ellipsis_matching, test/functorch/test_parsing.py::TestParsingUtils::test_left_parenthesized_ellipsis, test/functorch/test_parsing.py::TestParsingUtils::test_parse_pattern_number_of_arrows, test/functorch/test_parsing.py::TestValidateRearrangeExpressions::test_identifier_mismatch, test/functorch/test_parsing.py::TestValidateRearrangeExpressions::test_non_unitary_anonymous_axes_raises_error, test/functorch/test_parsing.py::TestValidateRearrangeExpressions::test_unexpected_axes_lengths, test/functorch/test_parsing.py::TestValidateRearrangeExpressions::test_validate_axes_lengths_are_integers
2025-06-01T22:00:30.5534292Z 
2025-06-01T22:00:30.5534591Z Running test_package 1/1 ... [2025-06-01 22:00:30.551265]
2025-06-01T22:00:30.5535277Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:00:30.5537086Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_package.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:00:30.551601]
2025-06-01T22:00:34.3748817Z 
2025-06-01T22:00:34.3750210Z test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_package_1.1_206fd6738e3df9d2_.log
2025-06-01T22:00:34.3789692Z Running 136 items in this shard: test/test_package.py::TestAnalyze::test_trace_dependencies, test/test_package.py::TestDependencyAPI::test_allow_empty_with_error, test/test_package.py::TestDependencyAPI::test_broken_dependency, test/test_package.py::TestDependencyAPI::test_deny, test/test_package.py::TestDependencyAPI::test_deny_glob, test/test_package.py::TestDependencyAPI::test_extern, test/test_package.py::TestDependencyAPI::test_extern_glob, test/test_package.py::TestDependencyAPI::test_extern_glob_allow_empty, test/test_package.py::TestDependencyAPI::test_externing_c_extension, test/test_package.py::TestDependencyAPI::test_implicit_intern, test/test_package.py::TestDependencyAPI::test_intern_error, test/test_package.py::TestDependencyAPI::test_invalid_import, test/test_package.py::TestDependencyAPI::test_mock, test/test_package.py::TestDependencyAPI::test_mock_glob, test/test_package.py::TestDependencyAPI::test_mock_glob_allow_empty, test/test_package.py::TestDependencyAPI::test_pickle_mocked, test/test_package.py::TestDependencyAPI::test_pickle_mocked_all, test/test_package.py::TestDependencyAPI::test_repackage_mocked_module, test/test_package.py::TestDependencyHooks::test_extern_and_mock_hook, test/test_package.py::TestDependencyHooks::test_multiple_extern_hooks, test/test_package.py::TestDependencyHooks::test_multiple_mock_hooks, test/test_package.py::TestDependencyHooks::test_remove_hooks, test/test_package.py::TestDependencyHooks::test_single_hook, test/test_package.py::TestDiGraph::test_all_paths, test/test_package.py::TestDiGraph::test_contains, test/test_package.py::TestDiGraph::test_contains_non_hashable, test/test_package.py::TestDiGraph::test_edges, test/test_package.py::TestDiGraph::test_forward_closure, test/test_package.py::TestDiGraph::test_iter, test/test_package.py::TestDiGraph::test_node_attr_update, test/test_package.py::TestDiGraph::test_node_attrs, test/test_package.py::TestDiGraph::test_predecessor_not_in_graph, test/test_package.py::TestDiGraph::test_predecessors, test/test_package.py::TestDiGraph::test_successor_not_in_graph, test/test_package.py::TestDiGraph::test_successors, test/test_package.py::DirectoryReaderTest::test_importer_access, test/test_package.py::DirectoryReaderTest::test_loading_has_record, test/test_package.py::DirectoryReaderTest::test_loading_module, test/test_package.py::DirectoryReaderTest::test_loading_pickle, test/test_package.py::DirectoryReaderTest::test_package_resource_access, test/test_package.py::DirectoryReaderTest::test_resource_access_by_path, test/test_package.py::DirectoryReaderTest::test_resource_reader, test/test_package.py::DirectoryReaderTest::test_scriptobject_failure_message, test/test_package.py::TestGlobGroup::test_exclude, test/test_package.py::TestGlobGroup::test_exclude_from_all, test/test_package.py::TestGlobGroup::test_invalid_raw, test/test_package.py::TestGlobGroup::test_list_include_exclude, test/test_package.py::TestGlobGroup::test_one_star, test/test_package.py::TestGlobGroup::test_one_star_middle, test/test_package.py::TestGlobGroup::test_one_star_multiple_in_component, test/test_package.py::TestGlobGroup::test_one_star_partial, test/test_package.py::TestGlobGroup::test_one_star_partial_extension, test/test_package.py::TestGlobGroup::test_raw_two_star, test/test_package.py::TestGlobGroup::test_two_star, test/test_package.py::TestGlobGroup::test_two_star_end, test/test_package.py::TestGlobGroup::test_two_star_middle, test/test_package.py::TestGlobGroup::test_two_star_multiple, test/test_package.py::TestImporter::test_ordered_importer_basic, test/test_package.py::TestImporter::test_ordered_importer_whichmodule, test/test_package.py::TestImporter::test_package_importer_whichmodule_no_dunder_module, test/test_package.py::TestImporter::test_single_ordered_importer, test/test_package.py::TestImporter::test_sys_importer, test/test_package.py::TestImporter::test_sys_importer_roundtrip, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_fx_module, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_nn_module, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_torchscript_module, test/test_package.py::TestMangling::test_demangle_base, test/test_package.py::TestMangling::test_demangler_multiple_manglers, test/test_package.py::TestMangling::test_is_mangled, test/test_package.py::TestMangling::test_mangle_empty_errors, test/test_package.py::TestMangling::test_mangle_prefix, test/test_package.py::TestMangling::test_mangler_is_consistent, test/test_package.py::TestMangling::test_package_mangler, test/test_package.py::TestMangling::test_roundtrip_mangling, test/test_package.py::TestMangling::test_unique_manglers, test/test_package.py::TestMangling::test_unique_module_names, test/test_package.py::TestMisc::test_dunder_package_present, test/test_package.py::TestMisc::test_dunder_package_works_from_package, test/test_package.py::TestMisc::test_exporter_content_lists, test/test_package.py::TestMisc::test_file_structure, test/test_package.py::TestMisc::test_file_structure_has_file, test/test_package.py::TestMisc::test_inspect_class, test/test_package.py::TestMisc::test_is_from_package, test/test_package.py::TestMisc::test_load_python_version_from_package, test/test_package.py::TestMisc::test_loaders_that_remap_files_work_ok, test/test_package.py::TestMisc::test_python_version, test/test_package.py::TestMisc::test_std_lib_sys_hackery_checks, test/test_package.py::ModelTest::test_model_save, test/test_package.py::ModelTest::test_resnet, test/test_package.py::ModelTest::test_script_resnet, test/test_package.py::TestPackageFX::test_package_fx_custom_tracer, test/test_package.py::TestPackageFX::test_package_fx_package, test/test_package.py::TestPackageFX::test_package_fx_simple, test/test_package.py::TestPackageFX::test_package_fx_with_imports, test/test_package.py::TestPackageFX::test_package_fx_wrap, test/test_package.py::TestPackageFX::test_package_then_fx, test/test_package.py::TestPackageScript::test_different_package_interface, test/test_package.py::TestPackageScript::test_different_package_script_class, test/test_package.py::TestPackageScript::test_load_shared_scriptmodules, test/test_package.py::TestPackageScript::test_load_shared_tensors, test/test_package.py::TestPackageScript::test_load_shared_tensors_repackaged, test/test_package.py::TestPackageScript::test_mixing_packaged_and_inline_modules, test/test_package.py::TestPackageScript::test_mixing_packaged_and_inline_modules_shared_code, test/test_package.py::TestPackageScript::test_package_interface, test/test_package.py::TestPackageScript::test_package_script_class, test/test_package.py::TestPackageScript::test_package_script_class_referencing_self, test/test_package.py::TestPackageScript::test_save_eager_mods_sharing_scriptmodule, test/test_package.py::TestPackageScript::test_save_independent_scriptmodules, test/test_package.py::TestPackageScript::test_save_repeat_scriptmodules, test/test_package.py::TestPackageScript::test_save_scriptmodule, test/test_package.py::TestPackageScript::test_save_scriptmodule_file, test/test_package.py::TestPackageScript::test_save_scriptmodule_only_necessary_code, test/test_package.py::TestPackageScript::test_save_scriptmodule_with_submods, test/test_package.py::TestPackageScript::test_save_scriptmodules_in_container, test/test_package.py::TestPackageScript::test_save_scriptmodules_submod_redefinition, test/test_package.py::TestPackageScript::test_save_shared_tensors, test/test_package.py::TestPackageScript::test_saving_and_scripting_packaged_mod, test/test_package.py::TestPackageScript::test_scriptmodules_repeat_save, test/test_package.py::TestPackageScript::test_tensor_sharing_pickle, test/test_package.py::TestRepackage::test_repackage_import_indirectly_via_parent_module, test/test_package.py::TestResources::test_importer_access, test/test_package.py::TestResources::test_package_resource_access, test/test_package.py::TestResources::test_resource_access_by_path, test/test_package.py::TestResources::test_resource_reader, test/test_package.py::TestSaveLoad::test_bad_dunder_imports, test/test_package.py::TestSaveLoad::test_dunder_imports, test/test_package.py::TestSaveLoad::test_exporting_mismatched_code, test/test_package.py::TestSaveLoad::test_pickle, test/test_package.py::TestSaveLoad::test_pickle_long_name_with_protocol_4, test/test_package.py::TestSaveLoad::test_save_imported_module, test/test_package.py::TestSaveLoad::test_save_imported_module_using_package_importer, test/test_package.py::TestSaveLoad::test_save_load_fp8, test/test_package.py::TestSaveLoad::test_save_module, test/test_package.py::TestSaveLoad::test_save_module_binary, test/test_package.py::TestSaveLoad::test_saving_source, test/test_package.py::TestSaveLoad::test_saving_string
2025-06-01T22:00:34.3837904Z 
2025-06-01T22:00:34.3838340Z Running inductor/test_external_callables 1/1 ... [2025-06-01 22:00:34.374368]
2025-06-01T22:00:34.3839158Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:00:34.3841128Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_external_callables.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:00:34.374870]
2025-06-01T22:00:37.8474018Z 
2025-06-01T22:00:37.8475730Z inductor/test_external_callables 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_external_callables_1.1_517c05fee3f7d5c5_.log
2025-06-01T22:00:37.8479608Z Running 3 items in this shard: test/inductor/test_external_callables.py::TestInductorExternalCallable::test_matmul_cpu, test/inductor/test_external_callables.py::TestInductorExternalCallable::test_matmul_cuda, test/inductor/test_external_callables.py::TestInductorExternalCallable::test_matmul_dup
2025-06-01T22:00:37.8481775Z 
2025-06-01T22:00:37.8482284Z Running inductor/test_torchinductor_strided_blocks 1/1 ... [2025-06-01 22:00:37.847289]
2025-06-01T22:00:37.8483209Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:00:37.8484350Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_strided_blocks.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:00:37.847848]
2025-06-01T22:00:44.8282764Z 
2025-06-01T22:00:44.8285405Z inductor/test_torchinductor_strided_blocks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_strided_blocks_1.1_9c8cc4a6810b15f4_.log
2025-06-01T22:00:44.8481782Z Running 188 items in this shard: test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_2d_reduction_multi_kernel_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_2d_reduction_no_x_dim_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_2d_reduction_odd_shapes_view_size0_num_block_pointers_1_num_triton_kernels_1_reduction_op0_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_2d_reduction_odd_shapes_view_size1_num_block_pointers_3_num_triton_kernels_2_reduction_op1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_2d_reduction_odd_shapes_view_size2_num_block_pointers_1_num_triton_kernels_1_reduction_op2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_2d_reduction_odd_shapes_view_size3_num_block_pointers_1_num_triton_kernels_1_reduction_op3_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_2d_reduction_odd_shapes_view_size4_num_block_pointers_1_num_triton_kernels_1_reduction_op4_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_2d_reductions_mixed_indexing_reduction_op0_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_2d_reductions_mixed_indexing_reduction_op1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_2d_welford_reduction_size0_expected_num_block_pointers_1_expected_num_triton_kernels_1_expect_fallback_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_2d_welford_reduction_size1_expected_num_block_pointers_9_expected_num_triton_kernels_2_expect_fallback_False_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_3d_permute_tiling_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_broadcast_prefer_nd_tiling_False_x_size0_y_size0_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_broadcast_prefer_nd_tiling_False_x_size1_y_size1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_broadcast_prefer_nd_tiling_False_x_size2_y_size2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_broadcast_prefer_nd_tiling_False_x_size3_y_size3_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_broadcast_prefer_nd_tiling_True_x_size0_y_size0_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_broadcast_prefer_nd_tiling_True_x_size1_y_size1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_broadcast_prefer_nd_tiling_True_x_size2_y_size2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_broadcast_prefer_nd_tiling_True_x_size3_y_size3_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_complex_reshape_block_ptr_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_dynamic_shapes_pointwise_multiple_max_block_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_dynamic_shapes_pointwise_nd_tiling_False_num_block_pointers_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_dynamic_shapes_pointwise_nd_tiling_True_num_block_pointers_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_dynamic_shapes_reduction_with_tiling_False_num_block_pointers_0_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_dynamic_shapes_reduction_with_tiling_True_num_block_pointers_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_enable_tiled_reductions_tile_reductions_False_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_enable_tiled_reductions_tile_reductions_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size0_y_size0_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size1_y_size1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size2_y_size2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size3_y_size3_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size4_y_size4_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size5_y_size5_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size6_y_size6_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size7_y_size7_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size8_y_size8_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size9_y_size9_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_clone_broadcast_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expected_num_block_pointers_expected_num_block_pointers_3_raises_False_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expected_num_block_pointers_expected_num_block_pointers_9_raises_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_fused_2d_reduction_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_mixed_pointwise_reduction_view_size0_num_block_pointers_2_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_mixed_pointwise_reduction_view_size1_num_block_pointers1_num_triton_kernels1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_mul_broadcast_multi_output_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_multiple_max_block_non_power_of_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_nd_tiling_odd_shapes_pointwise_full_size0_view_size0_num_block_pointers_3_num_tiles_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_nd_tiling_odd_shapes_pointwise_full_size1_view_size1_num_block_pointers_3_num_tiles_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_nd_tiling_odd_shapes_pointwise_full_size2_view_size2_num_block_pointers_3_num_tiles_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_nd_tiling_odd_shapes_pointwise_full_size3_view_size3_num_block_pointers_3_num_tiles_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_nd_tiling_odd_shapes_pointwise_full_size4_view_size4_num_block_pointers_3_num_tiles_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_nd_tiling_odd_shapes_pointwise_full_size5_view_size5_num_block_pointers_1_num_tiles_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_broadcast_nonzero_strides_prefer_nd_tiling_False_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_broadcast_nonzero_strides_prefer_nd_tiling_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_index_order_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size0_view_size0_stride0_offset0_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size1_view_size1_stride1_offset1_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size2_view_size2_stride2_offset2_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size3_view_size3_stride3_offset_10_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size4_view_size4_stride4_offset4_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size5_view_size5_stride5_offset5_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size6_view_size6_stride6_offset6_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size7_view_size7_stride7_offset7_require_block_ptr_False_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size8_view_size8_stride8_offset8_require_block_ptr_False_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size9_view_size9_stride9_offset9_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size0_view_size0_stride0_offset0_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size1_view_size1_stride1_offset1_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size2_view_size2_stride2_offset2_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size3_view_size3_stride3_offset_10_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size4_view_size4_stride4_offset4_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size5_view_size5_stride5_offset5_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size6_view_size6_stride6_offset6_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size7_view_size7_stride7_offset7_require_block_ptr_False_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size8_view_size8_stride8_offset8_require_block_ptr_False_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size9_view_size9_stride9_offset9_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_multiple_discontiguous_dims_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_False_view_size0_num_block_pointers_1_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_False_view_size1_num_block_pointers_1_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_False_view_size2_num_block_pointers_1_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_False_view_size3_num_block_pointers3_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_False_view_size4_num_block_pointers_3_num_triton_kernels_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_False_view_size5_num_block_pointers_2_num_triton_kernels_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_False_view_size6_num_block_pointers_3_num_triton_kernels_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_True_view_size0_num_block_pointers_1_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_True_view_size1_num_block_pointers_1_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_True_view_size2_num_block_pointers_1_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_True_view_size3_num_block_pointers3_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_True_view_size4_num_block_pointers_3_num_triton_kernels_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_True_view_size5_num_block_pointers_2_num_triton_kernels_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_True_view_size6_num_block_pointers_3_num_triton_kernels_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_removed_buffers_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_unbacked_size_on_non_contig_dim_num_tile_candidates_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_unbacked_size_on_non_contig_dim_num_tile_candidates_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_welford_non_block_pointer_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_2d_reduction_multi_kernel_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_2d_reduction_no_x_dim_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_2d_reduction_odd_shapes_view_size0_num_block_pointers_1_num_triton_kernels_1_reduction_op0_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_2d_reduction_odd_shapes_view_size1_num_block_pointers_3_num_triton_kernels_2_reduction_op1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_2d_reduction_odd_shapes_view_size2_num_block_pointers_1_num_triton_kernels_1_reduction_op2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_2d_reduction_odd_shapes_view_size3_num_block_pointers_1_num_triton_kernels_1_reduction_op3_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_2d_reduction_odd_shapes_view_size4_num_block_pointers_1_num_triton_kernels_1_reduction_op4_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_2d_reductions_mixed_indexing_reduction_op0_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_2d_reductions_mixed_indexing_reduction_op1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_2d_welford_reduction_size0_expected_num_block_pointers_1_expected_num_triton_kernels_1_expect_fallback_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_2d_welford_reduction_size1_expected_num_block_pointers_9_expected_num_triton_kernels_2_expect_fallback_False_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_3d_permute_tiling_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_broadcast_prefer_nd_tiling_False_x_size0_y_size0_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_broadcast_prefer_nd_tiling_False_x_size1_y_size1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_broadcast_prefer_nd_tiling_False_x_size2_y_size2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_broadcast_prefer_nd_tiling_False_x_size3_y_size3_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_broadcast_prefer_nd_tiling_True_x_size0_y_size0_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_broadcast_prefer_nd_tiling_True_x_size1_y_size1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_broadcast_prefer_nd_tiling_True_x_size2_y_size2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_broadcast_prefer_nd_tiling_True_x_size3_y_size3_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_complex_reshape_block_ptr_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_dynamic_shapes_pointwise_multiple_max_block_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_dynamic_shapes_pointwise_nd_tiling_False_num_block_pointers_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_dynamic_shapes_pointwise_nd_tiling_True_num_block_pointers_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_dynamic_shapes_reduction_with_tiling_False_num_block_pointers_0_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_dynamic_shapes_reduction_with_tiling_True_num_block_pointers_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_enable_tiled_reductions_tile_reductions_False_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_enable_tiled_reductions_tile_reductions_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size0_y_size0_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size1_y_size1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size2_y_size2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size3_y_size3_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size4_y_size4_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size5_y_size5_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size6_y_size6_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size7_y_size7_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size8_y_size8_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size9_y_size9_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_clone_broadcast_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expected_num_block_pointers_expected_num_block_pointers_3_raises_False_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expected_num_block_pointers_expected_num_block_pointers_9_raises_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_fused_2d_reduction_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_mixed_pointwise_reduction_view_size0_num_block_pointers_2_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_mixed_pointwise_reduction_view_size1_num_block_pointers1_num_triton_kernels1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_mul_broadcast_multi_output_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_multiple_max_block_non_power_of_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_nd_tiling_odd_shapes_pointwise_full_size0_view_size0_num_block_pointers_3_num_tiles_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_nd_tiling_odd_shapes_pointwise_full_size1_view_size1_num_block_pointers_3_num_tiles_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_nd_tiling_odd_shapes_pointwise_full_size2_view_size2_num_block_pointers_3_num_tiles_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_nd_tiling_odd_shapes_pointwise_full_size3_view_size3_num_block_pointers_3_num_tiles_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_nd_tiling_odd_shapes_pointwise_full_size4_view_size4_num_block_pointers_3_num_tiles_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_nd_tiling_odd_shapes_pointwise_full_size5_view_size5_num_block_pointers_1_num_tiles_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_broadcast_nonzero_strides_prefer_nd_tiling_False_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_broadcast_nonzero_strides_prefer_nd_tiling_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_index_order_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size0_view_size0_stride0_offset0_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size1_view_size1_stride1_offset1_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size2_view_size2_stride2_offset2_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size3_view_size3_stride3_offset_10_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size4_view_size4_stride4_offset4_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size5_view_size5_stride5_offset5_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size6_view_size6_stride6_offset6_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size7_view_size7_stride7_offset7_require_block_ptr_False_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size8_view_size8_stride8_offset8_require_block_ptr_False_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size9_view_size9_stride9_offset9_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size0_view_size0_stride0_offset0_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size1_view_size1_stride1_offset1_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size2_view_size2_stride2_offset2_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size3_view_size3_stride3_offset_10_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size4_view_size4_stride4_offset4_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size5_view_size5_stride5_offset5_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size6_view_size6_stride6_offset6_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size7_view_size7_stride7_offset7_require_block_ptr_False_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size8_view_size8_stride8_offset8_require_block_ptr_False_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size9_view_size9_stride9_offset9_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_multiple_discontiguous_dims_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_False_view_size0_num_block_pointers_1_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_False_view_size1_num_block_pointers_1_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_False_view_size2_num_block_pointers_1_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_False_view_size3_num_block_pointers3_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_False_view_size4_num_block_pointers_3_num_triton_kernels_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_False_view_size5_num_block_pointers_2_num_triton_kernels_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_False_view_size6_num_block_pointers_3_num_triton_kernels_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_True_view_size0_num_block_pointers_1_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_True_view_size1_num_block_pointers_1_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_True_view_size2_num_block_pointers_1_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_True_view_size3_num_block_pointers3_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_True_view_size4_num_block_pointers_3_num_triton_kernels_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_True_view_size5_num_block_pointers_2_num_triton_kernels_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_True_view_size6_num_block_pointers_3_num_triton_kernels_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_removed_buffers_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_unbacked_size_on_non_contig_dim_num_tile_candidates_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_unbacked_size_on_non_contig_dim_num_tile_candidates_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_welford_non_block_pointer_cuda
2025-06-01T22:00:44.8673890Z 
2025-06-01T22:00:44.8674247Z Running inductor/test_utils 1/1 ... [2025-06-01 22:00:44.828560]
2025-06-01T22:00:44.8675013Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:00:44.8676884Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:00:44.829242]
2025-06-01T22:00:48.3020010Z 
2025-06-01T22:00:48.3021493Z inductor/test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_utils_1.1_58c67bd6083a4bd2_.log
2025-06-01T22:00:48.3024219Z Running 4 items in this shard: test/inductor/test_utils.py::TestUtils::testSympySubs, test/inductor/test_utils.py::TestUtils::test_flops_fx, test/inductor/test_utils.py::TestUtils::test_sympy_str, test/inductor/test_utils.py::TestUtils::test_zip_schema
2025-06-01T22:00:48.3025962Z 
2025-06-01T22:00:48.3026280Z Running test_autoload 1/1 ... [2025-06-01 22:00:48.301581]
2025-06-01T22:00:48.3027017Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:00:48.3029471Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_autoload.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:00:48.302068]
2025-06-01T22:00:51.7744356Z 
2025-06-01T22:00:51.7745129Z test_autoload 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autoload_1.1_0d65b9dcd9097c7c_.log
2025-06-01T22:00:51.7746035Z Running 1 items in this shard: test/test_autoload.py::TestDeviceBackendAutoload::test_autoload
2025-06-01T22:00:51.7746419Z 
2025-06-01T22:00:51.7746654Z Running inductor/test_triton_syntax 1/1 ... [2025-06-01 22:00:51.774374]
2025-06-01T22:00:51.7747072Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:00:51.7749446Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_syntax.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:00:51.774651]
2025-06-01T22:00:58.1033494Z 
2025-06-01T22:00:58.1035151Z inductor/test_triton_syntax 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_syntax_1.1_0f8a77770732c27c_.log
2025-06-01T22:00:58.1037571Z Running 1 items in this shard: test/inductor/test_triton_syntax.py::TestTritonSyntacticallyValid::test_triton_sqrt
2025-06-01T22:00:58.1038616Z 
2025-06-01T22:00:58.1039271Z Running torch_np/test_ufuncs_basic 1/1 ... [2025-06-01 22:00:58.103260]
2025-06-01T22:00:58.1040163Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:00:58.1044198Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_ufuncs_basic.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:00:58.103934]
2025-06-01T22:01:02.1784921Z 
2025-06-01T22:01:02.1786533Z torch_np/test_ufuncs_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_ufuncs_basic_1.1_90171be56b1a11ae_.log
2025-06-01T22:01:02.2009031Z Running 371 items in this shard: test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_scalar_ufunc0, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_equiv_ufunc0_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_equiv_ufunc0_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_equiv_ufunc0_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_no_ufunc0_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_no_ufunc0_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_no_ufunc0_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_safe_ufunc0_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_safe_ufunc0_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_safe_ufunc0_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_same_kind_ufunc0_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_same_kind_ufunc0_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_same_kind_ufunc0_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_unsafe_ufunc0_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_unsafe_ufunc0_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_unsafe_ufunc0_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_ufunc0, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_broadcast_ufunc0, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_equiv_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_equiv_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_equiv_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_no_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_no_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_no_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_safe_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_safe_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_safe_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_same_kind_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_same_kind_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_same_kind_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_unsafe_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_unsafe_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_unsafe_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc0, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc1, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc10, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc11, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc12, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc13, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc14, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc15, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc16, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc2, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc3, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc4, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc5, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc6, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc7, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc8, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc9, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc0, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc1, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc10, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc11, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc12, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc13, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc14, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc15, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc16, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc2, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc3, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc4, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc5, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc6, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc7, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc8, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc9, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc0, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc1, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc10, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc11, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc12, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc13, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc14, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc15, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc16, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc2, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc3, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc4, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc5, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc6, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc7, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc8, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc9, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc10_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc10_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc10_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc11_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc11_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc11_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc12_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc12_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc12_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc13_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc13_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc13_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc14_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc14_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc14_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc15_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc15_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc15_out_dtype_float64, 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test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc8_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc9_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc9_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc9_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc10_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc10_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc10_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc11_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc11_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc11_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc12_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc12_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc12_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc13_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc13_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc13_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc14_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc14_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc14_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc15_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc15_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc15_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc16_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc16_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc16_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc1_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc1_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc1_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc2_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc2_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc2_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc3_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc3_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc3_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc4_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc4_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc4_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc5_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc5_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc5_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc6_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc6_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc6_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc7_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc7_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc7_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc8_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc8_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc8_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc9_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc9_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc9_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc10_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc10_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc10_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc11_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc11_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc11_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc12_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc12_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc12_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc13_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc13_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc13_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc14_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc14_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc14_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc15_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc15_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc15_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc16_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc16_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc16_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc1_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc1_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc1_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc2_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc2_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc2_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc3_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc3_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc3_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc4_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc4_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc4_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc5_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc5_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc5_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc6_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc6_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc6_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc7_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc7_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc7_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc8_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc8_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc8_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc9_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc9_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc9_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_basic_ufunc0_op0_iop0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_basic_ufunc1_op1_iop1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_basic_ufunc2_op2_iop2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_bcast_ufunc0_op0_iop0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_bcast_ufunc1_op1_iop1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_bcast_ufunc2_op2_iop2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc0_op0_iop0_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc0_op0_iop0_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc0_op0_iop0_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc0_op0_iop0_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc1_op1_iop1_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc1_op1_iop1_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc1_op1_iop1_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc1_op1_iop1_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc2_op2_iop2_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc2_op2_iop2_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc2_op2_iop2_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc2_op2_iop2_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc0_op0_iop0_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc0_op0_iop0_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc0_op0_iop0_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc0_op0_iop0_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc1_op1_iop1_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc1_op1_iop1_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc1_op1_iop1_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc1_op1_iop1_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc2_op2_iop2_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc2_op2_iop2_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc2_op2_iop2_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc2_op2_iop2_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestUfuncDtypeKwd::test_binary_ufunc_dtype, test/torch_np/test_ufuncs_basic.py::TestUfuncDtypeKwd::test_binary_ufunc_dtype_and_out
2025-06-01T22:01:02.2207942Z 
2025-06-01T22:01:02.2208215Z Running test_per_overload_api 1/1 ... [2025-06-01 22:01:02.179796]
2025-06-01T22:01:02.2208787Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:01:02.2210185Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_per_overload_api.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:01:02.180437]
2025-06-01T22:01:05.7024945Z 
2025-06-01T22:01:05.7026321Z test_per_overload_api 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_per_overload_api_1.1_f46db4cf1c678b2c_.log
2025-06-01T22:01:05.7030107Z Running 3 items in this shard: test/test_per_overload_api.py::TestPerOverloadAPI::test_basics_opoverload, test/test_per_overload_api.py::TestPerOverloadAPI::test_basics_opoverloadpacket, test/test_per_overload_api.py::TestPerOverloadAPI::test_decompose
2025-06-01T22:01:05.7032003Z 
2025-06-01T22:01:05.7032331Z Running test_ao_sparsity 1/1 ... [2025-06-01 22:01:05.702410]
2025-06-01T22:01:05.7033068Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:01:05.7035170Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ao_sparsity.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:01:05.702977]
2025-06-01T22:01:09.6270465Z 
2025-06-01T22:01:09.6271518Z test_ao_sparsity 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_ao_sparsity_1.1_ac64a1345c030db0_.log
2025-06-01T22:01:09.6294254Z Running 88 items in this shard: test/test_ao_sparsity.py::TestQuantizedSparseKernels::test_sparse_qlinear, test/test_ao_sparsity.py::TestQuantizedSparseLayers::test_sparse_qlinear, test/test_ao_sparsity.py::TestQuantizedSparseLayers::test_sparse_qlinear_serdes, test/test_ao_sparsity.py::TestFakeSparsity::test_jit_trace, test/test_ao_sparsity.py::TestFakeSparsity::test_masking_logic, test/test_ao_sparsity.py::TestFakeSparsity::test_state_dict_preserved, test/test_ao_sparsity.py::TestFakeSparsity::test_weights_parametrized, test/test_ao_sparsity.py::TestCubicScheduler::test_constructor, test/test_ao_sparsity.py::TestCubicScheduler::test_step, test/test_ao_sparsity.py::TestScheduler::test_constructor, test/test_ao_sparsity.py::TestScheduler::test_lambda_scheduler, test/test_ao_sparsity.py::TestScheduler::test_order_of_steps, test/test_ao_sparsity.py::TestScheduler::test_step, test/test_ao_sparsity.py::TestBaseSparsifier::test_constructor, test/test_ao_sparsity.py::TestBaseSparsifier::test_convert, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash_with_params1, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash_with_params2, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash_with_params3, test/test_ao_sparsity.py::TestBaseSparsifier::test_prepare_config, test/test_ao_sparsity.py::TestBaseSparsifier::test_state_dict, test/test_ao_sparsity.py::TestBaseSparsifier::test_step, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_constructor, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_mask_squash, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_prepare, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_sparsity_levels, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_step, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_constructor, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_mask_squash, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_prepare, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_sparsity_levels, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_step, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_step_2_of_4, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_complex_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_constructor, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prepare_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prepare_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_activation_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_bias_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_padding_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_pool_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_linear_activation_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_linear_bias_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_linear_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_layernorm_linear_multiple_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_layernorm_linear_single_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_linear_multiple_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_linear_single_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_step_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_step_linear, test/test_ao_sparsity.py::TestFPGMPruner::test_compute_distance, test/test_ao_sparsity.py::TestFPGMPruner::test_update_mask, test/test_ao_sparsity.py::TestSaliencyPruner::test_lstm_saliency_pruner_update_mask, test/test_ao_sparsity.py::TestSaliencyPruner::test_saliency_pruner_update_mask, test/test_ao_sparsity.py::TestComposability::test_convert_without_squash_mask, test/test_ao_sparsity.py::TestComposability::test_fusion_before_s_prep, test/test_ao_sparsity.py::TestComposability::test_q_prep_before_s_prep, test/test_ao_sparsity.py::TestComposability::test_qat_prep_before_s_prep, test/test_ao_sparsity.py::TestComposability::test_s_prep_before_fusion, test/test_ao_sparsity.py::TestComposability::test_s_prep_before_q_prep, test/test_ao_sparsity.py::TestComposability::test_s_prep_before_qat_prep, test/test_ao_sparsity.py::TestFxComposability::test_q_prep_fx_before_s_prep, test/test_ao_sparsity.py::TestFxComposability::test_q_prep_fx_s_prep_ref_conv, test/test_ao_sparsity.py::TestFxComposability::test_s_prep_before_q_prep_fx, test/test_ao_sparsity.py::TestFxComposability::test_s_prep_before_qat_prep_fx, test/test_ao_sparsity.py::TestFxComposability::test_s_prep_q_prep_fx_ref, test/test_ao_sparsity.py::TestActivationSparsifier::test_activation_sparsifier, test/test_ao_sparsity.py::TestBaseDataScheduler::test_constructor, test/test_ao_sparsity.py::TestBaseDataScheduler::test_order_of_steps, test/test_ao_sparsity.py::TestBaseDataScheduler::test_state_dict, test/test_ao_sparsity.py::TestBaseDataScheduler::test_step, test/test_ao_sparsity.py::TestBaseDataSparsifier::test_nn_embeddings, test/test_ao_sparsity.py::TestBaseDataSparsifier::test_nn_parameters, test/test_ao_sparsity.py::TestBaseDataSparsifier::test_tensors, test/test_ao_sparsity.py::TestNormDataSparsifiers::test_nn_embeddings, test/test_ao_sparsity.py::TestNormDataSparsifiers::test_nn_parameters, test/test_ao_sparsity.py::TestNormDataSparsifiers::test_tensors, test/test_ao_sparsity.py::TestQuantizationUtils::test_ptq_quantize_first, test/test_ao_sparsity.py::TestQuantizationUtils::test_ptq_sparsify_first, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_fqn_to_module, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_fqn_to_module_fail, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_fqn_to_module_for_tensors, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_get_arg_info_from_tensor_fqn, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_get_arg_info_from_tensor_fqn_fail, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_module_to_fqn, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_module_to_fqn_fail, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_module_to_fqn_root
2025-06-01T22:01:09.6316244Z 
2025-06-01T22:01:09.6316445Z Running export/test_retraceability 1/1 ... [2025-06-01 22:01:09.626898]
2025-06-01T22:01:09.6316842Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:01:09.6317896Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_retraceability.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:01:09.627480]
2025-06-01T22:01:17.3595374Z 
2025-06-01T22:01:17.3597112Z export/test_retraceability 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_retraceability_1.1_1cceabc3fe059ac8_.log
2025-06-01T22:01:17.4196744Z Running 760 items in this shard: test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_assume_static_by_default_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_constraints_error_not_in_range_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_constraints_error_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_inline_constraints_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_slice_maxsize_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_slice_unbacked_dim1_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_strict_narrow_unbacked_expr_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_reshape_view_backed_size_oblivious_retraceability_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_assume_static_by_default_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_constraints_error_not_in_range_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_constraints_error_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_inline_constraints_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_slice_maxsize_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_slice_unbacked_dim1_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_strict_narrow_unbacked_expr_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_reshape_view_backed_size_oblivious_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportTestExport::test__scaled_dot_product_flash_attention_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_additional_inputs_constants_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_allow_explicit_guards_as_runtime_asserts_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_args_type_checked_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_aten_lift_fresh_copy_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_attention_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_attr_assignment_extra_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_automatic_constrain_size_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_automatic_dynamic_shapes_constant_relation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_automatic_dynamic_shapes_linear_relation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_automatic_dynamic_shapes_simple_equality_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_basic_non_strict_fake_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_basic_non_strict_real_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_bincount_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_buffer_util_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_capture_subclass_constructor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_capture_subclass_constructor_torch_ir_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_capture_subclass_wrong_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_check_specialized_int_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_checks_to_constrain_range_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cleanup_dynamic_markers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_colin_unbacked_backed_vr_sub_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_colon_parameter_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_compiling_state_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_branches_return_constant_int_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_branches_return_same_int_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_buffers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_contains_unbacked_no_escape_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_int_closure_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_unflatten_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_with_module_stack_export_with_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_with_module_stack_export_with_unflatten_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_aliasing_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_input_naming_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_no_user_inp_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_output_dup_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_output_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_requires_grad_const_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_return_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_tensor_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_tensor_with_non_functional_nested_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_tensor_with_non_functional_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constrain_decomp_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constrain_size_in_eager_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constrain_size_with_constrain_value_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constrain_size_with_various_cases_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_conv_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_crop_like_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cse_for_symint_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_op_auto_functionalize_pre_dispatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_op_auto_functionalize_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_op_auto_warn_pre_dispatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_op_preserve_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_pytree_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_tag_metadata_re_export_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_decomp_batch_norm_functional_predispatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_decomp_item_in_prim_after_decomposition_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_decomp_item_in_prim_before_decomposition_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_default_decomposition_core_cia_ops_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_1_2_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_integer_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_nested_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_out_of_order_repeat_derived_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_out_of_order_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_out_of_order_simplified_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_repeat_derived_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_gpu_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_mutation_float_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_static_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_1_2_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_auto_and_dim_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_dynamic_divisibility_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_dynamic_specialization_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_hint_range_violations_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_hint_ranges_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_disable_forced_specializations_errors_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_disable_forced_specializations_ok_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_distributed_all_gather_into_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_distributed_all_gather_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_distributed_all_reduce_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_distributed_all_to_all_single_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_distributed_reduce_scatter_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dont_duck_size_for_auto_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_double_lifted_constants_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_checks_aliasing_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_checks_mutation_list_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_checks_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_checks_mutation_with_nan_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_fake_kernel_inference_errors_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_infers_fake_kernel_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_duplicate_modules_with_non_persistent_buffers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_lr_shift_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_builder_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_builder_kwargs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_builder_pytree_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_dataclass_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_inferred_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_serdes_generic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_serdes_user_errors_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_serdes_various_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_spec_with_pytree_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_sym_round_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_ends_of_bounds_oblivious_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_error_does_not_reference_eager_fallback_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_error_when_passing_mutating_primitive_op_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_api_with_dynamic_shapes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_as_backend_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_associative_scan_lifted_buffers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_associative_scan_symbol_dim_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_associative_scan_symbol_scandim_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_cond_symbool_pred_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_cond_warns_constant_pred_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_decomp_table_basic_pop_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_decomp_table_container_methods_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_op_lib_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_triton_kernel_mutable_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_triton_kernel_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_decomp_torture_case_1_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_decomp_torture_case_2_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_decomps_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_decomps_simple_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_dynamo_config_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_run_decomp_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_with_container_type_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_with_dynamic_shapes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_with_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_with_state_dict_hooks_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_default_kwargs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_keyword_only_args_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_kwargs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_pytree_kwargs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_var_keyword_args_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_var_keyword_pytree_args_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_var_postional_args_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_function_schema_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_graph_with_no_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_input_mutation_bug_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_input_mutation_dynamic_shape_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_input_mutation_static_shape_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_linear_preserve_dynamic_shape_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_max_nonstrict_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_max_onnx_reported_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_method_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_mod_constraints_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_preserve_linear_at_aot_level_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_preserve_linear_but_not_custom_op_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_scan_pytree_output_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_script_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_statically_known_true_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_then_compile_tensor_ctor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_autocast_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_fake_tensor_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_inline_constraints_complex_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_inline_constraints_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_set_grad_enabled_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_wrong_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_external_call_non_strict_real_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_fake_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_fake_weights_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_float_conversion_from_int_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_float_conversion_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_fqn_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_full_on_scalar_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_hints_wrapper_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_hoo_inline_users_issue_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_if_functional_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_if_post_autograd_op_preserved_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_int_shape_specialization_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_intermediate_shape_comp_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_is_exporting_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_is_non_negative_check_function_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_is_nonzero_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_isnonzero_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_issue_113041_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_istft_op_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_keep_composite_ops_invalid_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_keep_composite_ops_linear_convd_for_training_ir_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_keep_composite_ops_linear_convd_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_kwarg_dynamic_shapes_diff_order_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_kwargs_reorder_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_layer_sharing_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_lazy_module_kwargs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_lifted_constants_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_linear_conv_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_malformed_fqn_from_source_name_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_map_buffers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_map_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_mask_nonzero_static_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_masked_select_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_math_pow_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_mismatched_dynamic_shapes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_mixed_input_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_dict_key_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_input_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_input_subclasses_parameterization_nested_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_list_slice_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_with_dict_container_inp_out_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_modules_access_for_deleted_submodule_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_multidimensional_slicing_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_multinomial_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_multiple_definitions_same_name_dim_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_dynamic_shapes_spec_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_module_with_constant_buffer_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_module_with_init_buffer_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_module_with_parameter_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nn_module_stack_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nn_module_stack_shared_submodule_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_check_is_size_error_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_suggested_fixes_for_data_dependent_errors_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_tensor_computation_2_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_tensor_computation_3_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_tensor_computation_4_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_tensor_computation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_arg_name_dynamic_shapes_api_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_persistent_buffer_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_strict_dynamic_shapes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_strict_dynamic_shapes_suggested_fixes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_none_buffers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nonstrict_retrace_preserves_metadata_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nonzero_2_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nonzero_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_not_registered_parameter_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_operator_aten_tensor_mode_variant_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_output_node_name_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_pad_sequence_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_param_util_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_partial_patched_forward_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_placeholder_naming_collisions_hoo_subgraphs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_placeholder_naming_collisions_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_placeholder_naming_order_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_placeholder_naming_order_variadic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_placeholder_update_preserving_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_predispatch_cond_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_predispatch_grad_wrappers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_preserve_module_call_signature_unflatten_specialization_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_preserve_requires_grad_placeholders_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_preserve_shape_dynamism_for_unused_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_profiling_code_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_python_asserts_with_sym_int_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_pytree_register_data_class_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_pytree_register_nested_data_class_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_range_constraints_with_replacement_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_alias_dtype_mismatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_bool_cast_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_errors_on_aliasing_custom_op_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_for_max_op_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_size_mismatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_redundant_assert_max_upper_bound_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_redundant_asserts_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_refine_dynamic_shapes_from_suggested_fixes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_register_constant_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_replace_unbacked_with_very_large_upperbound_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_replaced_unbacked_bindings_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_reshape_view_helper_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_retracable_ep_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_retrace_pre_autograd_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_run_decomposition_supports_user_input_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_run_decompositions_keep_metadata_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_run_decompositions_keep_tensor_constant_metadata_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_runtime_assert_for_prim_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_runtime_assert_for_prm_str_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_runtime_assert_with_size_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_sequential_slicing_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_set_example_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_set_grad_empty_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_set_grad_unflatten_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_setgrad_lifted_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_shared_submodule_nn_module_stack_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_simple_export_for_training_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_simple_unbacked_view_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_size_input_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_slice_nn_module_stack_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_solver_unsupported_sympy_function_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_specialize_derived_dim_roots_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_split_const_gm_with_lifted_constants_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_stack_trace_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_state_primitives_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_state_shape_attribute_assignment_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_state_tensors_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_static_dim_constraints_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclass_nested_attr_access_complicated_metadata_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclass_nested_attr_access_const_metadata_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclass_nested_attr_access_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclass_nested_attr_access_submodule_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclasses_parameterization_nested_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclasses_parameterization_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_suggest_torch_checks_with_non_negative_check_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_suggest_torch_checks_with_regular_check_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_suggested_fixes_for_data_dependent_errors_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_suggested_fixes_new_roots_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_sym_float_operators_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_sym_or_sym_and_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_sym_sqrt_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symbool_item_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symfloat_item_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_input_additional_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_input_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_input_ranges_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_input_shapes_collection_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_input_specialization_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_item_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_output_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_tensor_return_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_tensor_attribute_zero_args_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_tensor_constant_aten_to_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_tensor_constant_with_wrapped_method_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_to_module_with_mutated_buffer_multiple_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_to_module_with_mutated_buffer_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_tolist_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_torch_check_eq_commutativity_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_torch_fn_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_trace_under_fake_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_train_eval_on_exported_preautograd_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_bincount_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_bindings_for_divisible_u_symint_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_deferred_runtime_retrace_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_expand_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_infer_size_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_kth_value_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_pad_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_scalar_constructor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_slice_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_to_cond_passthrough_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_to_cond_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_unsqueeze_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_asserts_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_buffer_update_child2parent_swap_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_isinstance_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_multiple_graphs_dispatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_multiple_graphs_shared_submodule_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_multiple_graphs_state_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_no_unroll_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_placeholder_update_child2parent_swap_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_5_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_6_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_buf_8_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_const_preserving_3_1_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_const_preserving_3_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_4_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_6_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_9_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_preserving_4_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unused_aliases_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unused_constant_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_use_embedding_twice_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_user_input_and_buffer_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_while_loop_simple_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_wrapper_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test__scaled_dot_product_flash_attention_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_additional_inputs_constants_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_allow_explicit_guards_as_runtime_asserts_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_args_type_checked_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_aten_lift_fresh_copy_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_attention_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_attr_assignment_extra_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_automatic_constrain_size_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_automatic_dynamic_shapes_constant_relation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_automatic_dynamic_shapes_linear_relation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_automatic_dynamic_shapes_simple_equality_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_basic_non_strict_fake_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_basic_non_strict_real_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_bincount_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_buffer_util_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_capture_subclass_constructor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_capture_subclass_constructor_torch_ir_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_capture_subclass_wrong_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_check_specialized_int_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_checks_to_constrain_range_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cleanup_dynamic_markers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_colin_unbacked_backed_vr_sub_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_colon_parameter_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_compiling_state_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_branches_return_constant_int_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_branches_return_same_int_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_buffers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_contains_unbacked_no_escape_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_int_closure_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_unflatten_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_with_module_stack_export_with_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_with_module_stack_export_with_unflatten_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_aliasing_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_input_naming_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_no_user_inp_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_output_dup_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_output_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_requires_grad_const_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_return_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_tensor_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_tensor_with_non_functional_nested_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_tensor_with_non_functional_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constrain_decomp_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constrain_size_in_eager_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constrain_size_with_constrain_value_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constrain_size_with_various_cases_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_conv_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_crop_like_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cse_for_symint_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_op_auto_functionalize_pre_dispatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_op_auto_functionalize_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_op_auto_warn_pre_dispatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_op_preserve_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_pytree_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_tag_metadata_re_export_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_decomp_batch_norm_functional_predispatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_decomp_item_in_prim_after_decomposition_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_decomp_item_in_prim_before_decomposition_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_default_decomposition_core_cia_ops_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_1_2_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_integer_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_nested_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_out_of_order_repeat_derived_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_out_of_order_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_out_of_order_simplified_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_repeat_derived_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_gpu_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_mutation_float_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_static_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_1_2_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_auto_and_dim_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_dynamic_divisibility_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_dynamic_specialization_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_hint_range_violations_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_hint_ranges_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_disable_forced_specializations_errors_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_disable_forced_specializations_ok_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_distributed_all_gather_into_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_distributed_all_gather_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_distributed_all_reduce_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_distributed_all_to_all_single_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_distributed_reduce_scatter_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dont_duck_size_for_auto_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_double_lifted_constants_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_checks_aliasing_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_checks_mutation_list_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_checks_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_checks_mutation_with_nan_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_fake_kernel_inference_errors_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_infers_fake_kernel_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_duplicate_modules_with_non_persistent_buffers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_lr_shift_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_builder_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_builder_kwargs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_builder_pytree_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_dataclass_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_inferred_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_serdes_generic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_serdes_user_errors_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_serdes_various_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_spec_with_pytree_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_sym_round_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_ends_of_bounds_oblivious_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_error_does_not_reference_eager_fallback_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_error_when_passing_mutating_primitive_op_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_api_with_dynamic_shapes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_as_backend_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_associative_scan_lifted_buffers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_associative_scan_symbol_dim_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_associative_scan_symbol_scandim_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_cond_symbool_pred_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_cond_warns_constant_pred_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_decomp_table_basic_pop_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_decomp_table_container_methods_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_op_lib_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_triton_kernel_mutable_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_triton_kernel_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_decomp_torture_case_1_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_decomp_torture_case_2_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_decomps_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_decomps_simple_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_dynamo_config_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_run_decomp_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_with_container_type_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_with_dynamic_shapes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_with_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_with_state_dict_hooks_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_default_kwargs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_keyword_only_args_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_kwargs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_pytree_kwargs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_var_keyword_args_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_var_keyword_pytree_args_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_var_postional_args_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_function_schema_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_graph_with_no_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_input_mutation_bug_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_input_mutation_dynamic_shape_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_input_mutation_static_shape_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_linear_preserve_dynamic_shape_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_max_nonstrict_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_max_onnx_reported_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_method_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_mod_constraints_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_module_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_preserve_linear_at_aot_level_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_preserve_linear_but_not_custom_op_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_scan_pytree_output_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_script_module_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_statically_known_true_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_then_compile_tensor_ctor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_autocast_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_fake_tensor_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_inline_constraints_complex_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_inline_constraints_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_set_grad_enabled_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_wrong_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_external_call_non_strict_real_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_fake_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_fake_weights_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_float_conversion_from_int_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_float_conversion_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_fqn_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_full_on_scalar_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_hints_wrapper_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_hoo_inline_users_issue_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_if_functional_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_if_post_autograd_op_preserved_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_int_shape_specialization_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_intermediate_shape_comp_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_is_exporting_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_is_non_negative_check_function_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_is_nonzero_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_isnonzero_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_issue_113041_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_istft_op_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_keep_composite_ops_invalid_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_keep_composite_ops_linear_convd_for_training_ir_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_keep_composite_ops_linear_convd_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_kwarg_dynamic_shapes_diff_order_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_kwargs_reorder_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_layer_sharing_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_lazy_module_kwargs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_lifted_constants_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_linear_conv_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_malformed_fqn_from_source_name_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_map_buffers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_map_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_mask_nonzero_static_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_masked_select_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_math_pow_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_mismatched_dynamic_shapes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_mixed_input_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_dict_key_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_input_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_input_subclasses_parameterization_nested_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_list_slice_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_with_dict_container_inp_out_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_modules_access_for_deleted_submodule_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_multidimensional_slicing_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_multinomial_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_multiple_definitions_same_name_dim_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_dynamic_shapes_spec_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_module_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_module_with_constant_buffer_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_module_with_init_buffer_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_module_with_parameter_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nn_module_stack_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nn_module_stack_shared_submodule_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_check_is_size_error_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_suggested_fixes_for_data_dependent_errors_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_tensor_computation_2_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_tensor_computation_3_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_tensor_computation_4_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_tensor_computation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_persistent_buffer_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_strict_dynamic_shapes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_strict_dynamic_shapes_suggested_fixes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_none_buffers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nonstrict_retrace_preserves_metadata_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nonzero_2_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nonzero_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_not_registered_parameter_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_operator_aten_tensor_mode_variant_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_output_node_name_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_pad_sequence_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_param_util_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_partial_patched_forward_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_placeholder_naming_collisions_hoo_subgraphs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_placeholder_naming_collisions_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_placeholder_naming_order_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_placeholder_naming_order_variadic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_placeholder_update_preserving_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_predispatch_cond_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_predispatch_grad_wrappers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_preserve_module_call_signature_unflatten_specialization_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_preserve_requires_grad_placeholders_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_preserve_shape_dynamism_for_unused_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_profiling_code_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_python_asserts_with_sym_int_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_pytree_register_data_class_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_pytree_register_nested_data_class_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_range_constraints_with_replacement_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_alias_dtype_mismatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_bool_cast_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_errors_on_aliasing_custom_op_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_for_max_op_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_size_mismatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_redundant_assert_max_upper_bound_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_redundant_asserts_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_refine_dynamic_shapes_from_suggested_fixes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_register_constant_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_replace_unbacked_with_very_large_upperbound_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_replaced_unbacked_bindings_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_reshape_view_helper_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_retracable_ep_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_retrace_pre_autograd_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_run_decomposition_supports_user_input_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_run_decompositions_keep_metadata_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_run_decompositions_keep_tensor_constant_metadata_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_runtime_assert_for_prim_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_runtime_assert_for_prm_str_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_runtime_assert_with_size_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_sequential_slicing_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_set_example_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_set_grad_empty_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_set_grad_unflatten_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_setgrad_lifted_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_shared_submodule_nn_module_stack_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_simple_export_for_training_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_simple_unbacked_view_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_size_input_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_slice_nn_module_stack_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_solver_unsupported_sympy_function_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_specialize_derived_dim_roots_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_split_const_gm_with_lifted_constants_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_stack_trace_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_state_primitives_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_state_shape_attribute_assignment_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_state_tensors_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_static_dim_constraints_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclass_nested_attr_access_complicated_metadata_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclass_nested_attr_access_const_metadata_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclass_nested_attr_access_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclass_nested_attr_access_submodule_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclasses_parameterization_nested_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclasses_parameterization_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggest_torch_checks_with_non_negative_check_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggest_torch_checks_with_regular_check_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggested_fixes_new_roots_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_sym_float_operators_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_sym_or_sym_and_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_sym_sqrt_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symbool_item_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symfloat_item_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_input_additional_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_input_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_input_ranges_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_input_shapes_collection_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_input_specialization_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_item_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_output_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_tensor_return_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_tensor_attribute_zero_args_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_tensor_constant_aten_to_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_tensor_constant_with_wrapped_method_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_to_module_with_mutated_buffer_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_tolist_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_torch_check_eq_commutativity_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_torch_fn_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_trace_under_fake_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_train_eval_on_exported_preautograd_module_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_bincount_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_bindings_for_divisible_u_symint_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_deferred_runtime_retrace_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_expand_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_infer_size_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_kth_value_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_pad_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_scalar_constructor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_slice_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_to_cond_passthrough_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_to_cond_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_unsqueeze_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_asserts_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_buffer_update_child2parent_swap_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_isinstance_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_multiple_graphs_dispatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_multiple_graphs_shared_submodule_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_multiple_graphs_state_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_no_unroll_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_placeholder_update_child2parent_swap_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_5_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_6_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_buf_8_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_1_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_4_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_6_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_9_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_preserving_4_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unused_aliases_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unused_constant_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_use_embedding_twice_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_user_input_and_buffer_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_while_loop_simple_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_wrapper_module_retraceability_nonstrict
2025-06-01T22:01:17.4464932Z 
2025-06-01T22:01:17.4465106Z Running inductor/test_triton_kernels 1/1 ... [2025-06-01 22:01:17.361066]
2025-06-01T22:01:17.4465440Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:01:17.4466225Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_kernels.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:01:17.361364]
2025-06-01T22:01:24.3406840Z 
2025-06-01T22:01:24.3408485Z inductor/test_triton_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_kernels_1.1_693b6e6626142a10_.log
2025-06-01T22:01:24.3619462Z Running 331 items in this shard: test/inductor/test_triton_kernels.py::KernelTests::test_constexpr_dynamic_shapes_wrapped_False_autotune_False, test/inductor/test_triton_kernels.py::KernelTests::test_constexpr_dynamic_shapes_wrapped_False_autotune_True, test/inductor/test_triton_kernels.py::KernelTests::test_constexpr_dynamic_shapes_wrapped_True_autotune_False, test/inductor/test_triton_kernels.py::KernelTests::test_constexpr_dynamic_shapes_wrapped_True_autotune_True, test/inductor/test_triton_kernels.py::KernelTests::test_i64_input, test/inductor/test_triton_kernels.py::KernelTests::test_layout_constraint_needs_fixed_stride_order, test/inductor/test_triton_kernels.py::KernelTests::test_no_nan_kernels, test/inductor/test_triton_kernels.py::KernelTests::test_tma_capture_and_functionalize_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_tma_capture_and_functionalize_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_True_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_2d_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_2d_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_2d_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_2d_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_dedup, test/inductor/test_triton_kernels.py::KernelTests::test_tma_graph_breaks_after_data_ptr_False_after_create_desc_False, test/inductor/test_triton_kernels.py::KernelTests::test_tma_graph_breaks_after_data_ptr_False_after_create_desc_True, test/inductor/test_triton_kernels.py::KernelTests::test_tma_graph_breaks_after_data_ptr_True_after_create_desc_False, test/inductor/test_triton_kernels.py::KernelTests::test_tma_graph_breaks_after_data_ptr_True_after_create_desc_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_attrs_dict_equal_1_None_format, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_eager_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_eager_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_eager_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_eager_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_eager_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_eager_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_inductor_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_inductor_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_inductor_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_inductor_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_inductor_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_inductor_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_inductor_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_inductor_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_inductor_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_inductor_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_inductor_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_inductor_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_with_unsupported_args_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_with_unsupported_args_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_with_unsupported_args_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_caching, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_caching_duplicate, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_constants, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_dependancies, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_different_shapes_size_16_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_different_shapes_size_16_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_different_shapes_size_4_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_different_shapes_size_4_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_dtype_view_cfg_cpp_wrapper, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_dtype_view_cfg_normal, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_empty_autotune_config_dict_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_empty_autotune_config_dict_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_empty_autotune_config_dict_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_equal_to_1_arg_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_equal_to_1_arg_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_equal_to_1_float_arg_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_equal_to_1_float_arg_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_fallback, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_float64_constant_float16, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_float64_constant_float32, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_float64_constant_float64, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_functionalize, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_global_constexpr, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_higher_order_func, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_inner_triton_function_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_inner_triton_function_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_inner_triton_function_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_inputs_buffer_reuse, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_matmul_tracking, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multi_kernel_grad_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multi_kernel_grad_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_True_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_mutation_not_mark_dirty, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_mutation_type, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_True_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_True_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_no_clones_grad_False_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_no_clones_grad_False_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_no_clones_grad_True_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_no_clones_grad_True_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_none_args, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_num_ctas_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_num_ctas_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_num_ctas_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_out_of_order, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_reinplace_inplaceable_pass, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_aot_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_aot_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_inductor_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_inductor_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_slice_and_view_input, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_with_autotune_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_with_autotune_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_with_autotune_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_without_autotune_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_without_autotune_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_without_autotune_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_True_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_strided_input, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_strided_input_nonzero_offset, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_True_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_unbacked_shape_tensor_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_unbacked_shape_tensor_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_unbacked_shape_tensor_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_various_args, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn0_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn0_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn0_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn1_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn1_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn1_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_imported_symbol, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_imported_symbol_with_custom_name, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_kernel_param, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_True_backend_inductor, test/inductor/test_triton_kernels.py::MutationTests::test_add_for_loop, test/inductor/test_triton_kernels.py::MutationTests::test_add_for_loop2, test/inductor/test_triton_kernels.py::MutationTests::test_add_nested_for_loop, test/inductor/test_triton_kernels.py::MutationTests::test_add_nested_for_loop_multi_return, test/inductor/test_triton_kernels.py::MutationTests::test_argmax, test/inductor/test_triton_kernels.py::MutationTests::test_branch_with_multiple_yield_args, test/inductor/test_triton_kernels.py::MutationTests::test_cumsum, test/inductor/test_triton_kernels.py::MutationTests::test_fn_call_multi_return, test/inductor/test_triton_kernels.py::MutationTests::test_fn_call_one_return, test/inductor/test_triton_kernels.py::MutationTests::test_for_loop_arg, test/inductor/test_triton_kernels.py::MutationTests::test_for_loop_arg_2, test/inductor/test_triton_kernels.py::MutationTests::test_labels, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_4_times_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_kernel_2d_autotuned, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_kernel_with_block_ptr, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_kernel_with_import, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_atomic_add_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_cond_op_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_indirection_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_indirection_kernel1, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_inline_asm_kernel_is_pure_false, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_inline_asm_kernel_is_pure_true, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_kernel_with_block_ptr_2d, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_mul2_inplace_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_nested_cond_op_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_out_of_order_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_out_of_order_kernel_call, test/inductor/test_triton_kernels.py::MutationTests::test_reduce_sum, test/inductor/test_triton_kernels.py::MutationTests::test_triton_kernel_inference_mode, test/inductor/test_triton_kernels.py::MutationTests::test_while_loop, test/inductor/test_triton_kernels.py::CustomOpTests::test_add_kernel_autotuned_False_dynamic_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_add_kernel_autotuned_False_dynamic_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_add_kernel_autotuned_True_dynamic_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_add_kernel_autotuned_True_dynamic_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_autotune_no_pre_or_post_hook_user_defined, test/inductor/test_triton_kernels.py::CustomOpTests::test_autotune_unbacked, test/inductor/test_triton_kernels.py::CustomOpTests::test_capture_triton_meta, test/inductor/test_triton_kernels.py::CustomOpTests::test_capture_triton_special_kwargs_dynamic_False_autotune_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_capture_triton_special_kwargs_dynamic_False_autotune_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_capture_triton_special_kwargs_dynamic_True_autotune_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_capture_triton_special_kwargs_dynamic_True_autotune_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_preserves_strides_variant_custom_op, test/inductor/test_triton_kernels.py::CustomOpTests::test_preserves_strides_variant_mutable_custom_op, test/inductor/test_triton_kernels.py::CustomOpTests::test_preserves_strides_variant_triton_kernel, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_dynamic_grid_no_recompile, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_False_backend_aot_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_False_backend_aot_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_False_backend_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_False_backend_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_False_backend_inductor_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_False_backend_inductor_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_True_backend_aot_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_True_backend_aot_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_True_backend_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_True_backend_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_True_backend_inductor_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_True_backend_inductor_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_False_backend_aot_eager_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_False_backend_aot_eager_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_False_backend_eager_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_False_backend_eager_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_False_backend_inductor_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_False_backend_inductor_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_True_backend_aot_eager_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_True_backend_aot_eager_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_True_backend_eager_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_True_backend_eager_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_True_backend_inductor_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_True_backend_inductor_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_recompile_backend_aot_eager_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_recompile_backend_aot_eager_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_recompile_backend_eager_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_recompile_backend_eager_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_recompile_backend_inductor_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_recompile_backend_inductor_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_aot_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_aot_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_inductor_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_inductor_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_single_autotune_backend_aot_eager, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_single_autotune_backend_eager, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_single_autotune_backend_inductor, test/inductor/test_triton_kernels.py::CustomOpTests::test_wrap_triton_disabled_in_triton_op
2025-06-01T22:01:24.3851215Z 
2025-06-01T22:01:24.3851548Z Running inductor/test_cpp_wrapper_hipify 1/1 ... [2025-06-01 22:01:24.341860]
2025-06-01T22:01:24.3852160Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:01:24.3853619Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpp_wrapper_hipify.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:01:24.342462]
2025-06-01T22:01:27.7087612Z 
2025-06-01T22:01:27.7089198Z inductor/test_compiled_autograd 1/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compiled_autograd_1.2_3a98dd8196eb1414_.log
2025-06-01T22:01:27.7430169Z Running 410 items in this shard: test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_anomaly_mode_already_nan, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_anomaly_mode_backward, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_anomaly_mode_grad, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_basic_is_traceable_True, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_data_dependent_is_traceable_True, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_id_is_traceable_True, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_non_traceable, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_saved_dynamic_is_traceable_True, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_saved_float_is_traceable_True, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_saved_int_is_traceable_False, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_saved_int_is_traceable_True, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_backward_hook_relative_ordering_partial, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_cache_hit, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_checkpointing_sac, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_checkpointing_simple_reentrant_False, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_checkpointing_simple_reentrant_True, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_compile_api_api_compile_backend_aot_eager, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_compile_api_api_compile_backend_eager, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_compile_api_api_compile_backend_inductor, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_compile_api_api_optimize_backend_aot_eager, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_compiled_autograd_does_not_specialize_on_bw_symints, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_cpu_offloading, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_cudagraphs_cpu_graph, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_cudagraphs_cpu_scalar_used_in_cpp_custom_op, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_cudagraphs_cpu_scalar_used_in_python_custom_op, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_cudagraphs_sdpa, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_bw_graph_break, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_compiled_fw_bw_graph_break, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_dynamically_defined_class, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_multiple_grads, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_saved_attr, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_saved_multiple_tensors, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_saved_tensors, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_ddp_cpp_reducer_error, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_ddp_python_reducer, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_disk_offloading, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_dynamic_shapes_annotations, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_dynamic_shapes_eager_node, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_dynamo_boxed, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_flex_attention, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_free_activation_memory_subclass, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_higher_order_gradients, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_inplace_grad_update, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_inputs_aliasing_bytecode_stack_restore, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_issue106555, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_keep_graph_usage_after_compiled, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_logging_tensor_flaky, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_optimize_assert_backend_aot_eager, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_optimize_assert_backend_eager, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_optimize_assert_backend_inductor, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_output_nodes_all_leaves, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_multi_pre_hooks, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_multi_tensor_pre_hooks, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reset, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_saved_tensor_unpack_hook_ordering, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_tensor_grad_hook1, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_tensor_grad_hook2, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_torch_compile_only_backward_call, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_trace_run_with_rng_state, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_verbose_logs_aot_dispatcher_nodes, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_verbose_logs_aot_dispatcher_nodes_hop, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_verbose_logs_cpp, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_verbose_logs_dynamic_shapes, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_verbose_logs_snapshot, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_access_saved_tensor_twice_without_recomputation_works, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_accumulate_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_accumulate_grad_posthooks_can_observe_tensor_prehook, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_accumulate_grad_posthooks_should_not_execute, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_accumulate_grad_with_zero_numel_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_anomaly_assign_parent_cleanup, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_anomaly_detect_nan, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_anomaly_mode_no_check_nan, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_inplace_view_of_view, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_inplace_views_creation_meta, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_inplace_views_cross_dtype, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_multiple_views_python, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_simple_views_python, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_views_codegen, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_badcalls, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_copy, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_create_graph_warns, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_hook_relative_ordering, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_no_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_twice_retained_graph_with_saved_values, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_twice_with_saved_values, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_with_inputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_calculate_shape_util, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_callback_adds_callback, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_cant_create_saved_tensors, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpoint_detects_non_determinism, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpoint_valid_reset_on_error, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_correct_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_custom_function_works, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_dataparallel, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_detached_tensor_use_reentrant_False, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_input_requires_grad_False, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_input_requires_grad_True, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_memory_savings, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_create_graph_and_full_backward_hook_cycle, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_current_graph_task_execution_order, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_autograd_no_early_free, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_autograd_repeated_grad_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_cycle, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_error, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_exception, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_forward_mode_non_differentiable, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_forward_mode_non_tensor_before_tensor_args, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_forward_mode_wrong_formula, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_mark_dirty_not_differentiable, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_preserve_torch_function_when_return_as_is, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_saved_tensors, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_setup_context_simple, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_vmap_defaults, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_deep_reentrant, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_dep_nograd, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_dependent_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_detach_base, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_detach_then_inplace_raises_in_autograd, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_disabling_saved_tensor_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_disabling_saved_tensor_hooks_nested, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_duplicate_backward_root, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_enable_grad_decorator_no_paren, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_first_grad_fn_access_in_no_grad_mode, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_free_deep_graph_complicated, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_free_deep_graph_pyfunction, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_function, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_batched_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_empty_inputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_fn_badcalls, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_fn_input_metadata, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_fn_prehooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_fn_prehooks_multiple_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_nonleaf, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_nonleaf_register_hook, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_to_node, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_to_node_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_to_node_materialize, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_unreachable_discovery, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_check_batched_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_check_forward_or_backward_only, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_complex_non_complex_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_custom_error, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_dense_and_sparse_inputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_forward_ad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_forward_ad_respects_requires_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_forward_ad_runs_with_no_requires_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_input_layout2, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_input_layout4, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_output_shape_or_dtype_depend_on_values, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_test_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_validates_inputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_graph_save_on_cpu, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hook_edge_case_when_called_with_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hook_none, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hooks_cpp, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_indexing, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_inplace_not_requires_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_inplace_on_view_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_inplace_on_view_leaf_errors, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_inplace_on_view_weak_grad_fn, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_integer_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_legacy_function_deprecation_exception, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_lobpcg, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_mark_non_differentiable, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_materialize_grads, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_multi_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_multi_backward_no_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_named_tensor_for_complex_views, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_naughty_anomaly_access, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_naughty_autograd_function_stashing_ctx, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_nested_anomaly_printstack_cleanup, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_next_functions, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_grad_python_function, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_requires_grad_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_unnecessary_save, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_not_implemented_fwad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_pickle, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_post_accumulate_grad_hook_gets_cleaned_up, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_post_accumulate_grad_hook_returns_not_None, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_pow_zero_tensor_gradient, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_power_function, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_prehook_ordering, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_aggregation_table, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_function_event_avg, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_seq_nr, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_shapes, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_record_function, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_child_error, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_with_callbacks_depth_0, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_with_leaf_variable_hook, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_requires_grad_, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_retain_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_retain_grad_cycle, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_retains_grad_inplace_multiple_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_return_duplicate, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_return_duplicate_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_return_leaf, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_save_none_for_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_save_on_cpu_and_checkpoint, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_save_output_nr, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_tensor_hooks_custom_function_intermediates, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_tensor_hooks_extra_enter_during_bw_no_leak, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_variable_packing_unpacking_did_not_save_original_with_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_variable_packing_unpacking_saved_original_with_default_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_variable_version_counter, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_scalar_grad_mixed_device, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_select_expanded_v, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_data_tensorimpl_type, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_coroutines_benign_exceptions, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_enabled_wraps, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_generator_functions, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_materialize_non_diff_grads, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_shape, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sharded_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sparse_gather_both_scalar, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sparse_gather_dim_neg, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sparse_gather_ind_scalar, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_tensor_grad_warnings, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_tensor_hooks_inplace_multiple_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_thread_shutdown, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_too_many_grads, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_unrelated_inputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_unused_output, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_var_mean_differentiable, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_version_counter, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_view_func_replay_with_modified_state, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_volatile_deprecated, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_will_engine_execute_node, test/inductor/test_compiled_autograd.py::TestNestedCheckpointWithCompiledAutograd::test_nested_checkpoint_early_stop_False, test/inductor/test_compiled_autograd.py::TestNestedCheckpointWithCompiledAutograd::test_nested_checkpoint_early_stop_True, test/inductor/test_compiled_autograd.py::TestNestedCheckpointWithCompiledAutograd::test_nested_checkpoint_kwargs_early_stop_True, test/inductor/test_compiled_autograd.py::TestNestedCheckpointWithCompiledAutograd::test_nested_checkpoint_non_tensor_inputs_and_outputs_early_stop_True, test/inductor/test_compiled_autograd.py::TestNestedCheckpointWithCompiledAutograd::test_nested_checkpoint_reentrant_backwards_early_stop_False, test/inductor/test_compiled_autograd.py::TestNestedCheckpointWithCompiledAutograd::test_nested_checkpoint_reentrant_backwards_early_stop_True, test/inductor/test_compiled_autograd.py::TestNestedCheckpointWithCompiledAutograd::test_nested_checkpoint_same_graph_early_stop_True, test/inductor/test_compiled_autograd.py::TestNestedCheckpointWithCompiledAutograd::test_nested_checkpoint_two_children_early_stop_False, test/inductor/test_compiled_autograd.py::TestNestedCheckpointWithCompiledAutograd::test_nested_checkpoint_two_children_early_stop_True, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_abstract_impl_on_existing_op, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_abstract_impl_on_existing_op_with_CompositeExplicitAutograd, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_dict_grad_for_nontensor, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_impl_on_existing_op_incorrect_schema_mutable, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_impl_on_existing_op_incorrect_schema_no_output, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_impl_on_existing_op_with_key_key_AutogradCUDA, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_output_differentiability_tensorlist, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_tensorlist_input_requires_list_grads_with_same_numel, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_basic_make_fx, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_data_dependent_basic, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_data_dependent_nms_dynamic_compile, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_defined_in_python, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_duplicate_impl, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_abstract_overload, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_device_cpu, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_invalid_devices, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_multiple, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_on_existing_op_with_cpu_registration_key_CPU, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_on_existing_op_with_cpu_registration_key_CompositeImplicitAutograd, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_separate, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_infer_schema_supported, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_infer_schema_unsupported, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_invalid_qualname, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_invalid_schemas, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_is_functional_schema, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_is_tensorlist_like_type, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_legacy_define, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_legacy_impl, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_meta_for_data_dependent_shape_operation, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_name_must_match, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_new_data_dependent_symint, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_override_impl, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_override_meta, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_private_ctor, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_supported_param_types, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_symints, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_unsupported_schemas, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_capture_constants, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_capture_input_num, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_capture_numpy_number, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_capture_tracked, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_capture_untracked_global_nested, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_cond_branches_no_arguments, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_cond_free_variable_in_both_branches, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_cond_graph_break_in_one_branch, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_cond_pytree_operands, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_cond_side_effect_in_one_branches, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_cond_source_fn_stack, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_cond_with_constant_pred, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_fallback_on_graph_break_simple, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_freevars_as_inputs_to_wrap, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_grad_source_fn_stack, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_hints_wrapper_no_hints, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_hopify_generic_wrap, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_internal_nonlocal, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_lift_tensors_with_compound_expressions, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_map_kwargs, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_map_lowers_to_graph, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_map_multi_return, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_map_pytree_return, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_map_source_fn_stack, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_map_subgraph_name_is_valid, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_nested_tuple_output, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_nested_wrap, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_no_freevars, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_output_with_dict, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_register_subclass, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_return_captured_var, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_return_captured_var_used_multiple_times, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_return_captured_vars, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_del_existing_attr_global_obj, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_del_existing_attr_nonlocal_obj, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_local_list_append_no_graph_break, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_mutate_global_list, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_mutate_global_num, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_mutate_global_num_builtin, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_mutate_global_tensor, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_mutate_nonlocal_num, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_mutate_nonlocal_num_builtin, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_mutate_nonlocal_tensor_builtin, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_nested_nonlocal_list_append_graph_break, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_nonlocal_list_append_graph_break, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_set_existing_attr_global_module, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_set_existing_attr_global_obj, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_set_existing_attr_nonlocal_module, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_set_new_attr_global_module, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_symint_in_slice, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_unbacked_symbol_closure, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_vmap_multiply_scalar, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_vmap_source_fn_stack, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_wrap_allow_local_assign_in_body_fn, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_wrap_kwarg, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_wrap_kwarg_default_else_branch, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_wrap_kwarg_only, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_wrap_kwarg_recompile, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_wrap_pytree_kwargs, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_wrap_source_fn_stack, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_functional_call_sequential_params_and_buffers, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_call_compiled_backward_fn, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_call_torch_compile_fn, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_fn_with_kwargs, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_freevar_python_scalar, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_freevar_tensor, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_has_aux, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_pytree, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_recompile, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_with_graph_break, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_with_side_effect, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_hessian, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_hessian_argnums, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jacfwd, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jacfwd_has_aux, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jacrev_has_aux, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jacrev_two_tensors_argnums, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jvp_call_torch_compile_fn, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jvp_freevar_tensor, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jvp_has_aux, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jvp_simple, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jvp_two_tensors_has_aux, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vjp_call_compiled_backward_fn, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vjp_multiple_outputs, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vjp_multiple_outputs_python_struct, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_call_torch_compile_fn, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_free_const, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_multiple_invocation_in_dims, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_multiple_invocation_out_dims, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_multiple_outputs_diff_dims, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_over_vmap_captured, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_pytree_inputs, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_recompile, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_recompile_different_config, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_recompile_same_config, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_side_effects, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_side_effects_append_input, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_two_inputs, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_two_inputs_tuple_in_dims, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_with_conditional_graph_break, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_with_graph_break, test/inductor/test_compiled_autograd.py::ActivationCheckpointingTestsWithCompiledAutograd::test_cond_with_invalid_kwargs, test/inductor/test_compiled_autograd.py::ActivationCheckpointingTestsWithCompiledAutograd::test_dropout_inductor, test/inductor/test_compiled_autograd.py::ActivationCheckpointingTestsWithCompiledAutograd::test_function, test/inductor/test_compiled_autograd.py::ActivationCheckpointingTestsWithCompiledAutograd::test_module, test/inductor/test_compiled_autograd.py::ActivationCheckpointingTestsWithCompiledAutograd::test_non_aliasing_util, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_device_mesh_compile, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dtensor_basic_export, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dtensor_constructor_w_dynamo_disable, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dtensor_constructor_w_graph_break, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dtensor_different_gradient_placement, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dtensor_dont_recompile_on_same_placement_devicemesh, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dtensor_dynamic, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dtensor_dynamo_device_mesh_attrs, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dtensor_partial_placement_graph_output, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dtensor_partial_placement_redistribute_unbalanced_correct_strides, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dynamo_dtensor, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dynamo_dtensor_from_local_dynamic_shapes, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dynamo_dtensor_from_local_redistribute, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dynamo_dtensor_from_local_redistribute_async, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dynamo_dtensor_recompile, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dynamo_to_local_kwargs, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dynamo_to_local_kwargs_forward_hook, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_fakify_dtensor, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_graph_input_is_async, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_placement_compile, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_unwrap_async_collective_tensor_tangent, test/inductor/test_compiled_autograd.py::TestCompiledAutogradOpInfoCUDA::test_hops_in_bwd_cond_simple_cuda_float32, test/inductor/test_compiled_autograd.py::TestCompiledAutogradOpInfoCUDA::test_hops_in_bwd_invoke_quant_packed_simple_cuda_float32, test/inductor/test_compiled_autograd.py::TestCompiledAutogradOpInfoCUDA::test_hops_in_bwd_invoke_subgraph_simple_cuda_float32, test/inductor/test_compiled_autograd.py::TestCompiledAutogradOpInfoCUDA::test_hops_in_bwd_map_nested_cuda_float32, test/inductor/test_compiled_autograd.py::TestCompiledAutogradOpInfoCUDA::test_hops_in_bwd_map_simple_cuda_float32, test/inductor/test_compiled_autograd.py::TestCompiledAutogradOpInfoCUDA::test_hops_in_bwd_while_loop_simple_cuda_float32
2025-06-01T22:01:27.7696811Z 
2025-06-01T22:01:27.7696998Z Running dynamo/test_recompiles 1/1 ... [2025-06-01 22:01:27.710023]
2025-06-01T22:01:27.7697389Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:01:27.7698167Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_recompiles.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:01:27.710409]
2025-06-01T22:01:27.7698839Z 
2025-06-01T22:01:27.7699282Z inductor/test_cpp_wrapper_hipify 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpp_wrapper_hipify_1.1_bfcbf57154c370b5_.log
2025-06-01T22:01:27.7700798Z Running 3 items in this shard: test/inductor/test_cpp_wrapper_hipify.py::TestCppWrapperHipify::test_hipify_aoti_driver_header, test/inductor/test_cpp_wrapper_hipify.py::TestCppWrapperHipify::test_hipify_basic_declaration, test/inductor/test_cpp_wrapper_hipify.py::TestCppWrapperHipify::test_hipify_cross_platform
2025-06-01T22:01:27.7701707Z 
2025-06-01T22:01:27.7701864Z Running inductor/test_flex_decoding 1/1 ... [2025-06-01 22:01:27.764823]
2025-06-01T22:01:27.7702224Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:01:27.7703127Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_flex_decoding.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:01:27.765140]
2025-06-01T22:01:31.4336586Z 
2025-06-01T22:01:31.4338009Z dynamo/test_recompiles 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_recompiles_1.1_a7ec23d3ed090edc_.log
2025-06-01T22:01:31.4348711Z Running 16 items in this shard: test/dynamo/test_recompiles.py::RecompileTests::test_aliasing_guard_failures, test/dynamo/test_recompiles.py::RecompileTests::test_aliasing_guard_failures_with_globals, test/dynamo/test_recompiles.py::RecompileTests::test_ambient_autocast_recompile, test/dynamo/test_recompiles.py::RecompileTests::test_autocast_constant_fold, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_on_closed_ints, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_reduce_recompiles, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_shapes_mark_as_oblivious, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_shapes_mark_as_oblivious_fail_counterfactual, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_shapes_mark_as_unbacked, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_tensor_scalar_change, test/dynamo/test_recompiles.py::RecompileTests::test_dunder_call_recompile, test/dynamo/test_recompiles.py::RecompileTests::test_dynamic_shape_parameter_recompile, test/dynamo/test_recompiles.py::RecompileTests::test_no_recursive_compile_after_cache_limit_hit, test/dynamo/test_recompiles.py::RecompileTests::test_recompiles_true_false_flop, test/dynamo/test_recompiles.py::RecompileTests::test_run_mode_after_cache_limit_hit, test/dynamo/test_recompiles.py::RecompileTests::test_simple_module_recompile
2025-06-01T22:01:31.4359465Z 
2025-06-01T22:01:31.4359923Z Running inductor/test_inductor_annotations 1/1 ... [2025-06-01 22:01:31.433451]
2025-06-01T22:01:31.4360767Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:01:31.4362731Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inductor_annotations.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:01:31.433796]
2025-06-01T22:01:32.4396599Z 
2025-06-01T22:01:32.4398293Z inductor/test_flex_decoding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_flex_decoding_1.1_a02739298f867243_.log
2025-06-01T22:01:32.4907210Z Running 574 items in this shard: test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod0_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod0_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod0_head_dims2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod1_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod1_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod1_head_dims2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod2_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod2_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod2_head_dims2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod3_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod3_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod3_head_dims2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod4_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod4_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod4_head_dims2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod5_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod5_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod5_head_dims2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod6_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod6_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod6_head_dims2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod7_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod7_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod7_head_dims2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod8_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod8_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod8_head_dims2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod0_BLOCK_SIZE2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod0_BLOCK_SIZE3_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod0_BLOCK_SIZE_128_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod0_BLOCK_SIZE_64_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod1_BLOCK_SIZE2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod1_BLOCK_SIZE3_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod1_BLOCK_SIZE_128_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod1_BLOCK_SIZE_64_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod2_BLOCK_SIZE2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod2_BLOCK_SIZE3_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod2_BLOCK_SIZE_128_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod2_BLOCK_SIZE_64_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod3_BLOCK_SIZE2_cuda_bfloat16, 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test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod7_head_dims2_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod8_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod8_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod8_head_dims2_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_bw_decoding_fails_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_captured_buffers_all_dims_bfloat16_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_captured_buffers_all_dims_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_captured_buffers_all_dims_float32_cuda_float32, 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test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_decode_at_different_input_position_float16_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_decode_at_different_input_position_float16_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_decode_at_different_input_position_float16_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_decode_at_different_input_position_float16_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_decode_at_different_input_position_float16_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_decode_at_different_input_position_float16_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_do_not_trigger_dynamic_shapes_on_empty_block_mask_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_fully_masked_out_rows_0_check_gqa_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_function_composition_bfloat16_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_function_composition_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_function_composition_float32_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod0_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod0_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod0_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod1_head_dims0_cuda_float16, 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test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod6_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod6_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod6_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod7_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod7_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod7_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod8_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod8_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod8_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims0_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims0_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims0_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims0_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims0_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims0_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims0_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims0_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims0_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims1_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims1_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims1_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims1_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims1_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims1_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims1_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims1_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims1_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims2_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims2_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims2_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims2_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims2_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims2_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims2_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims2_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims2_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims3_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims3_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims3_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims3_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims3_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims3_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims3_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims3_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims3_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims0_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims0_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims0_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims0_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims0_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims0_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims0_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims0_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims0_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims2_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims2_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims2_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims2_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims2_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims2_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims2_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims2_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims2_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims3_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims3_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims3_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims3_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims3_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims3_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims3_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims3_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims3_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_larger_block_mask_bug_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_load_from_bias_head_seq_batch_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_load_from_bias_seq_batch_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_load_from_bias_seq_only_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_logsumexp_correctness_bfloat16_score_mod0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_logsumexp_correctness_bfloat16_score_mod1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_logsumexp_correctness_float16_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_logsumexp_correctness_float16_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_logsumexp_correctness_float32_score_mod0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_logsumexp_correctness_float32_score_mod1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_logsumexp_only_return_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_max_autotune_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_max_autotune_with_captured_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_mixed_dtypes_fails_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_multiple_score_mod_calls2_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_multiple_score_mod_calls_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_multiple_score_mod_calls_paged_attention2_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_multiple_score_mod_calls_paged_attention_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_njt_causal_bfloat16_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_njt_causal_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_njt_causal_float32_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_divisible_multi_token_offset_mask_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_divisible_multi_token_offset_mask_with_captured_buffer_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_divisible_offset_mask_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_divisible_offset_mask_with_captured_buffer_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod0_bfloat16_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod0_bfloat16_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod0_float16_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod0_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod0_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod0_float32_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod1_bfloat16_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod1_bfloat16_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod1_float16_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod1_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod1_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod1_float32_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod2_bfloat16_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod2_bfloat16_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod2_float16_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod2_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod2_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod2_float32_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod3_bfloat16_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod3_bfloat16_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod3_float16_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod3_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod3_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod3_float32_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod4_bfloat16_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod4_bfloat16_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod4_float16_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod4_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod4_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod4_float32_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod5_bfloat16_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod5_bfloat16_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod5_float16_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod5_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod5_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod5_float32_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod6_bfloat16_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod6_bfloat16_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod6_float16_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod6_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod6_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod6_float32_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod7_bfloat16_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod7_bfloat16_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod7_float16_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod7_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod7_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod7_float32_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod8_bfloat16_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod8_bfloat16_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod8_float16_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod8_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod8_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod8_float32_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_pow_2_headdim_head_dim_121_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_pow_2_headdim_head_dim_17_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_pow_2_headdim_head_dim_24_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_pow_2_headdim_head_dim_94_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_sparse_mulitple_block_size_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_padded_dense_causal_float16_cuda_float16, 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2025-06-01T22:01:32.5156920Z 
2025-06-01T22:01:32.5157109Z Running inductor/test_kernel_benchmark 1/1 ... [2025-06-01 22:01:32.441090]
2025-06-01T22:01:32.5157500Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:01:32.5158304Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_kernel_benchmark.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:01:32.441412]
2025-06-01T22:01:38.0633447Z 
2025-06-01T22:01:38.0635245Z inductor/test_inductor_annotations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_annotations_1.1_99ef67d9fc3694e9_.log
2025-06-01T22:01:38.0636806Z Running 2 items in this shard: test/inductor/test_inductor_annotations.py::InductorAnnotationTestCase::test_no_annotations, test/inductor/test_inductor_annotations.py::InductorAnnotationTestCase::test_training_annotation
2025-06-01T22:01:38.0637762Z 
2025-06-01T22:01:38.0638507Z Running inductor/test_aot_inductor_arrayref 1/1 ... [2025-06-01 22:01:38.063044]
2025-06-01T22:01:38.0638957Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:01:38.0641099Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_arrayref.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:01:38.063697]
2025-06-01T22:01:39.8701227Z 
2025-06-01T22:01:39.8704248Z inductor/test_kernel_benchmark 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_kernel_benchmark_1.1_e1d4ee074b0cffa3_.log
2025-06-01T22:01:39.8718896Z Running 18 items in this shard: test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_fused_layernorm_bandwidth_computation, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_matmul_bandwidth_computation, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_matmul_triton_kernel_benchmark, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_mm_slice_add_bandwidth_computation, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_mm_slice_add_bandwidth_computation_2, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_mm_triton_kernel_benchmark, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_pw_kernel_benchmark, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_reduction_bandwidth_computation, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_remove_inductor_deps, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_remove_inductor_deps_multiple_kernels, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_remove_inductor_deps_scalar, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_remove_inductor_deps_templates, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_slice_add_bandwidth_computation, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_slice_add_cat_bandwidth_computation, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_slice_mm_bandwidth_computation, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_split_scan, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_star_dep, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_unused_input_bandwidth_computation
2025-06-01T22:01:39.8725736Z 
2025-06-01T22:01:39.8725921Z Running test_comparison_utils 1/1 ... [2025-06-01 22:01:39.869763]
2025-06-01T22:01:39.8726306Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:01:39.8727259Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_comparison_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:01:39.870076]
2025-06-01T22:01:43.3416858Z 
2025-06-01T22:01:43.3418352Z test_comparison_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_comparison_utils_1.1_4926d9764ca0304d_.log
2025-06-01T22:01:43.3422361Z Running 7 items in this shard: test/test_comparison_utils.py::TestComparisonUtils::test_all_equal_no_assert, test/test_comparison_utils.py::TestComparisonUtils::test_all_equal_no_assert_nones, test/test_comparison_utils.py::TestComparisonUtils::test_assert_device, test/test_comparison_utils.py::TestComparisonUtils::test_assert_dtype, test/test_comparison_utils.py::TestComparisonUtils::test_assert_layout, test/test_comparison_utils.py::TestComparisonUtils::test_assert_sizes, test/test_comparison_utils.py::TestComparisonUtils::test_assert_strides
2025-06-01T22:01:43.3426200Z 
2025-06-01T22:01:43.3426666Z Running dynamo/test_skip_guard_eval_unsafe 1/1 ... [2025-06-01 22:01:43.341340]
2025-06-01T22:01:43.3427503Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:01:43.3430231Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_skip_guard_eval_unsafe.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:01:43.341637]
2025-06-01T22:01:46.9645678Z 
2025-06-01T22:01:46.9647098Z dynamo/test_skip_guard_eval_unsafe 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_skip_guard_eval_unsafe_1.1_b305d33abcdbceb7_.log
2025-06-01T22:01:46.9650791Z Running 5 items in this shard: test/dynamo/test_skip_guard_eval_unsafe.py::RunDiffGuardTests::test_bool_recompile, test/dynamo/test_skip_guard_eval_unsafe.py::RunDiffGuardTests::test_cache_line_pickup, test/dynamo/test_skip_guard_eval_unsafe.py::RunDiffGuardTests::test_fail_on_tensor_shape_change, test/dynamo/test_skip_guard_eval_unsafe.py::RunDiffGuardTests::test_post_recompile, test/dynamo/test_skip_guard_eval_unsafe.py::RunDiffGuardTests::test_tensor_recompile
2025-06-01T22:01:46.9653915Z 
2025-06-01T22:01:46.9654353Z Running test_appending_byte_serializer 1/1 ... [2025-06-01 22:01:46.964449]
2025-06-01T22:01:46.9655175Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:01:46.9657133Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_appending_byte_serializer.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:01:46.965087]
2025-06-01T22:01:50.4449147Z 
2025-06-01T22:01:50.4450418Z test_appending_byte_serializer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_appending_byte_serializer_1.1_a361ad9a9e0bedee_.log
2025-06-01T22:01:50.4453173Z Running 3 items in this shard: test/test_appending_byte_serializer.py::TestAppendingByteSerializer::test_checksum, test/test_appending_byte_serializer.py::TestAppendingByteSerializer::test_write_and_read_class, test/test_appending_byte_serializer.py::TestAppendingByteSerializer::test_write_and_read_int
2025-06-01T22:01:50.4455731Z 
2025-06-01T22:01:50.4456074Z Running test_mkl_verbose 1/1 ... [2025-06-01 22:01:50.444740]
2025-06-01T22:01:50.4456786Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:01:50.4458588Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkl_verbose.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:01:50.445120]
2025-06-01T22:01:53.9681765Z 
2025-06-01T22:01:53.9682963Z test_mkl_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkl_verbose_1.1_7919d9302c8b278c_.log
2025-06-01T22:01:53.9684621Z Running 2 items in this shard: test/test_mkl_verbose.py::TestMKLVerbose::test_verbose_off, test/test_mkl_verbose.py::TestMKLVerbose::test_verbose_on
2025-06-01T22:01:53.9685518Z 
2025-06-01T22:01:53.9685788Z Running test_transformers 1/1 ... [2025-06-01 22:01:53.967828]
2025-06-01T22:01:53.9686432Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:01:53.9688160Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_transformers.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:01:53.968305]
2025-06-01T22:02:20.2082345Z 
2025-06-01T22:02:20.2083556Z test_transformers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_transformers_1.1_5fb09383f9c9fd54_.log
2025-06-01T22:02:20.9173328Z Running 12242 items in this shard: test/test_transformers.py::TestTransformersCUDA::test_bias_is_none_cuda, test/test_transformers.py::TestTransformersCUDA::test_decoder_only_layer_cuda, test/test_transformers.py::TestTransformersCUDA::test_decoder_padding_and_src_mask_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_disable_fastpath_cuda, test/test_transformers.py::TestTransformersCUDA::test_encoder_is_causal_cuda, test/test_transformers.py::TestTransformersCUDA::test_encoder_padding_and_src_mask_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_is_causal_gpu_cuda, test/test_transformers.py::TestTransformersCUDA::test_kpm_mask_trailing_column_with_nested_tensor_cuda, test/test_transformers.py::TestTransformersCUDA::test_mask_check_fastpath_cuda, test/test_transformers.py::TestTransformersCUDA::test_math_backend_high_precision_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_1_bias_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_1_bias_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_8_bias_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_8_bias_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim1_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim1_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim_2_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim_2_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim1_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim1_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim_2_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim_2_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim1_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim1_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim_2_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim_2_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_script_encoder_subclass_cuda, test/test_transformers.py::TestTransformersCUDA::test_script_mha_in_proj_weight_none_cuda, test/test_transformers.py::TestTransformersCUDA::test_self_attn_TxT_attn_mask_cuda, test/test_transformers.py::TestTransformersCUDA::test_train_with_is_causal_cuda, test/test_transformers.py::TestTransformersCUDA::test_train_with_pad_and_catch_error_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformer_bias_is_none_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_False_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_False_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_True_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_True_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_no_fastpath_with_hooks_nhead_3_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_no_fastpath_with_hooks_nhead_4_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_1_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_4_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_8_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_subclass_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_subclass_model_cuda, test/test_transformers.py::TestTransformersCUDA::test_with_nested_tensor_input_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_dispatch_fails_no_backend_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_atteention_large_bf16_nan_values_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_attention_fail_with_non_square_causal_attention_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_autocast_fp32_bfloat16_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_autocast_fp32_float16_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_193_dropout_p_0_0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_193_dropout_p_0_2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_256_dropout_p_0_0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_256_dropout_p_0_2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_fail_fp32_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_nested_broadcasting_error_cases_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_nested_broadcasting_requires_grad_failure_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_seq_len_0_inputs_fused_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_seq_len_0_inputs_fused_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_attn_mask_present_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sdpa_kernel_grouped_query_attention_cpu_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sdpa_kernel_grouped_query_attention_cuda_fused_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sequence_lengths_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sequence_lengths_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_eff_attention_fail_with_batch_size_geq_65536_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_eff_attention_fail_with_batch_size_geq_65536_error_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_efficient_fail_bfloat16_less_than_sm80_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_nested_fails_on_padding_head_dim_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_unaligned_tensors_cuda, test/test_transformers.py::TestSDPACUDA::test_scaled_dot_product_attention_math_with_negative_scale_kernel0_cuda, test/test_transformers.py::TestSDPACUDA::test_sdp_math_gradcheck_contiguous_inputs_False_cuda, test/test_transformers.py::TestSDPACUDA::test_sdp_math_gradcheck_contiguous_inputs_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_d256_heuristic_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_different_dk_dv_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_fail_d128_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_gqa_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_nonmodulo64seqlen_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_preserves_query_layout_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_trivial_output_transpose_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_different_dk_dv_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel0_warn_only_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel0_warn_only_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel1_warn_only_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel1_warn_only_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_query_dense_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_seq_len_1_inputs_fused_kernel0_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_seq_len_1_inputs_fused_kernel1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_choice_type_dense_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_choice_type_nested_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_long_sequence_mask_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_long_sequence_mask_float32_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contig_mask_bug_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contiguous_mask_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contiguous_mask_float32_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_backwards_determinism_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_2_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_3_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_4_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_cudnn_nested_type_nested_is_contiguous_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_dense_fused_kernel0_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_dense_fused_kernel1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_nested_fused_kernel0_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_nested_fused_kernel1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_dense_is_contiguous_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_dense_is_contiguous_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_nested_is_contiguous_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_nested_is_contiguous_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_choice_with_determinism_warn_only_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_choice_with_determinism_warn_only_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_False_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_False_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_True_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_True_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_False_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_False_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_True_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_True_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_False_is_causal_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_False_is_causal_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_True_is_causal_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_True_is_causal_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_singelton_head_dim_stride_ne_1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_and_mask_fails_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape3_cuda
2025-06-01T22:02:21.5678983Z 
2025-06-01T22:02:21.5679148Z Running dynamo/test_resume 1/1 ... [2025-06-01 22:02:20.259530]
2025-06-01T22:02:21.5679467Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:02:21.5680236Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_resume.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:02:20.260023]
2025-06-01T22:02:23.8836439Z 
2025-06-01T22:02:23.8838430Z dynamo/test_resume 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_resume_1.1_1f195b8925503714_.log
2025-06-01T22:02:23.8840175Z Running 1 items in this shard: test/dynamo/test_resume.py::ResumeFunctionTests::test_freevars
2025-06-01T22:02:23.8841001Z 
2025-06-01T22:02:23.8841487Z Running test_utils_config_module 1/1 ... [2025-06-01 22:02:23.883547]
2025-06-01T22:02:23.8842428Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:02:23.8846147Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_utils_config_module.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:02:23.884188]
2025-06-01T22:02:27.4075171Z 
2025-06-01T22:02:27.4076545Z test_utils_config_module 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_utils_config_module_1.1_eb8159004f1221bf_.log
2025-06-01T22:02:27.4087821Z Running 22 items in this shard: test/test_utils_config_module.py::TestConfigModule::test_alias, test/test_utils_config_module.py::TestConfigModule::test_bad_jk_type, test/test_utils_config_module.py::TestConfigModule::test_base_value_loading, test/test_utils_config_module.py::TestConfigModule::test_codegen_config, test/test_utils_config_module.py::TestConfigModule::test_codegen_config_function, test/test_utils_config_module.py::TestConfigModule::test_dict_copy_semantics, test/test_utils_config_module.py::TestConfigModule::test_env_name_semantics, test/test_utils_config_module.py::TestConfigModule::test_env_name_string_semantics, test/test_utils_config_module.py::TestConfigModule::test_get_hash, test/test_utils_config_module.py::TestConfigModule::test_invalid_config_float, test/test_utils_config_module.py::TestConfigModule::test_invalid_config_int, test/test_utils_config_module.py::TestConfigModule::test_make_closur_patcher, test/test_utils_config_module.py::TestConfigModule::test_multi_env, test/test_utils_config_module.py::TestConfigModule::test_none_override_semantics, test/test_utils_config_module.py::TestConfigModule::test_overrides, test/test_utils_config_module.py::TestConfigModule::test_patch, test/test_utils_config_module.py::TestConfigModule::test_reference_is_default, test/test_utils_config_module.py::TestConfigModule::test_reference_semantics, test/test_utils_config_module.py::TestConfigModule::test_save_config, test/test_utils_config_module.py::TestConfigModule::test_save_config_portable, test/test_utils_config_module.py::TestConfigModule::test_type_loading, test/test_utils_config_module.py::TestConfigModule::test_unittest_patch
2025-06-01T22:02:27.4102482Z 
2025-06-01T22:02:27.4102842Z Running inductor/test_pad_mm 1/1 ... [2025-06-01 22:02:27.407451]
2025-06-01T22:02:27.4103575Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:02:27.4105421Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_pad_mm.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:02:27.408089]
2025-06-01T22:02:34.1876117Z 
2025-06-01T22:02:34.1877876Z inductor/test_pad_mm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_pad_mm_1.1_b5edf7f5fdd5fe25_.log
2025-06-01T22:02:34.1887696Z Running 18 items in this shard: test/inductor/test_pad_mm.py::PadMMTest::test_cat_pad_mm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_exclude_cat_padding, test/inductor/test_pad_mm.py::PadMMTest::test_exclude_padding, test/inductor/test_pad_mm.py::PadMMTest::test_original_aten_preserved_pad_mm, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_2d_bias, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_dyn_mn, test/inductor/test_pad_mm.py::PadMMTest::test_pad_batch, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_b, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_bm, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_k, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_bf16, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_k, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_mnk, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_n, test/inductor/test_pad_mm.py::PadMMTest::test_pad_single_cat, test/inductor/test_pad_mm.py::PadMMTest::test_zero_dim
2025-06-01T22:02:34.1895723Z 
2025-06-01T22:02:34.1896105Z Running inductor/test_fx_fusion 1/1 ... [2025-06-01 22:02:34.187481]
2025-06-01T22:02:34.1896856Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:02:34.1898961Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_fx_fusion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:02:34.188107]
2025-06-01T22:02:40.2666559Z 
2025-06-01T22:02:40.2667699Z inductor/test_fx_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_fx_fusion_1.1_720ae9a1f6648b32_.log
2025-06-01T22:02:40.2671236Z Running 4 items in this shard: test/inductor/test_fx_fusion.py::TestFxFusion::test_linear_permute_fusion, test/inductor/test_fx_fusion.py::TestFxFusion::test_permute_bmm_fusion, test/inductor/test_fx_fusion.py::TestFxFusion::test_permute_linear_fusion, test/inductor/test_fx_fusion.py::TestFxFusion::test_sink_cat_after_pointwise
2025-06-01T22:02:40.2673106Z 
2025-06-01T22:02:40.2673404Z Running inductor/test_smoke 1/1 ... [2025-06-01 22:02:40.266626]
2025-06-01T22:02:40.2674002Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:02:40.2677550Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_smoke.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:02:40.267209]
2025-06-01T22:02:45.1251282Z 
2025-06-01T22:02:45.1253208Z inductor/test_aot_inductor_arrayref 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_arrayref_1.1_3c21fde2918f7455_.log
2025-06-01T22:02:45.1525738Z Running 251 items in this shard: test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test__int_mm_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test__weight_int4pack_mm_m_32_n_64_q_group_32_num_groups_1_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test__weight_int4pack_mm_m_32_n_64_q_group_32_num_groups_2_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test__weight_int4pack_mm_m_32_n_64_q_group_64_num_groups_1_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test__weight_int4pack_mm_m_32_n_64_q_group_64_num_groups_2_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_add_complex_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_addmm_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_addmm_multiple_dynamic_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aliased_buffer_reuse_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_amp_fallback_random_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_constant_tensor_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_constant_tensor_name_collision_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_debug_printer_codegen_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_debug_printer_cpp_kernel_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_debug_printer_fp8_dtype_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_debug_printer_sym_inputs_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_debug_printer_user_defined_triton_kernel_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_debug_printing_model_inputs_codegen_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_profiler_enable_kernel_profile_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_profiler_enable_kernel_profile_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_runtime_asserts_backed_symint_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_runtime_asserts_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_assert_async_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_assert_tensor_meta_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_autotune_with_constant_folding_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_autotuning_args_reuse_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_bmm_multiple_dynamic_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_bool_input_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_buffer_mutation_1_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_buffer_mutation_2_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_buffer_mutation_3_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_buffer_mutation_4_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_buffer_mutation_and_force_mmap_weights_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_buffer_reuse_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_clamp_decomposition_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_composed_dynamic_size_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_mismatched_branch_output_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_mismatched_branch_output_dynamic_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_nested_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_non_tensor_predicates_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_non_tensor_predicates_dynamic_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_share_predicte_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_simple_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_symint_input_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_unbacked_symint_closure_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_unbacked_symint_closure_dynamic_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_use_buffers_from_outer_scope_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_with_multiple_outputs_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_with_outer_code_before_after_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_with_parameters_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_with_reinterpret_view_inputs_outputs_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_consecutive_compiles_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_constant_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_constant_folding_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_constant_folding_with_update_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_constant_original_fqn_and_dtype_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_constant_type_propagation_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_conv3d_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_conv_freezing_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_convolution_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_deconv_freezing_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_dup_unbacked_sym_decl_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_dup_unbacked_sym_decl_with_refinement_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_duplicate_constant_folding_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_duplicated_params_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_dynamic_cat_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_dynamic_scalar_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_dynamic_smem_above_default_limit_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_embedding_bag_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_empty_cat_dtype_promotion_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_empty_constant_folding_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_empty_graph_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_extract_constants_map_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_fake_tensor_device_validation_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_fallback_kernel_with_symexpr_output_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_fft_c2c_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_foreach_multiple_dynamic_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_fp8_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_fp8_view_of_param_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_fqn_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_free_inactive_buffer_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_freezing_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_fx_gm_return_tuple_validation_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_index_put_fallback_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_index_put_with_none_index_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_inf_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_input_codegen_with_sympy_expr_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_int_list_input_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_issue_140766_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_large_grid_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_large_mmaped_weights_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_large_weight_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_linear_dynamic_maxautotune_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_linear_freezing_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_masked_select_dynamic_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_misaligned_input_1_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_misaligned_input_2_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_misc_1_max_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_misc_1_max_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_missing_cubin_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_missing_output_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_model_modified_weights_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_multi_device_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_multiple_output_alias_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_nan_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_nested_tensor_from_jagged_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_no_args_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_non_contiguous_output_alias_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_non_default_gpu_device_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_non_tensor_input_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_none_args_aot_codegen_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_normal_functional_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_on_gpu_device1_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_output_misaligned_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_output_path_1_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_output_path_2_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_poi_multiple_dynamic_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_profile_benchmark_harness_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_proxy_executor_abs_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_proxy_executor_hann_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_proxy_executor_permute_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_proxy_executor_squeeze_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_pytree_inputs_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_quanatized_int8_linear_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_quantized_linear_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_repeat_interleave_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_repeat_output_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_repeated_calling_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_repeated_user_defined_triton_kernel_embed_kernel_binary_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_repeated_user_defined_triton_kernel_embed_kernel_binary_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_replicate_on_devices_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_return_constant_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_return_view_constant_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_reuse_kernel_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_reuse_kernel_dynamic_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_run_with_grad_enabled_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_runtime_checks_complex_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_runtime_checks_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_runtime_checks_device_type_failed_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_runtime_checks_dtype_failed_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_runtime_checks_fp8_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_runtime_checks_large_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_runtime_checks_shape_failed_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_same_backing_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_scaled_dot_product_efficient_attention_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_scatter_fallback_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_scatter_reduce_fallback_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_sdpa_2_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_sdpa_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_seq_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_shifted_constraint_ranges_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_simple_dynamic_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_simple_embed_kernel_binary_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_simple_embed_kernel_binary_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_simple_multi_arch_embed_kernel_binary_False_emit_current_arch_binary_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_simple_multi_arch_embed_kernel_binary_False_emit_current_arch_binary_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_simple_multi_arch_embed_kernel_binary_True_emit_current_arch_binary_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_simple_multi_arch_embed_kernel_binary_True_emit_current_arch_binary_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_simple_split_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_size_from_multi_output_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_size_with_unbacked_add_and_mul_expr_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_size_with_unbacked_add_expr_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_size_with_unbacked_add_expr_transitive_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_small_constant_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_so_without_weight_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_stft_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_stride_with_unbacked_expr_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_subclasses_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_sym_i64_input_codegen_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_symbool_item_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_symfloat_item_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_symint_item_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_sympy_cpp_printer_min_max_minmax0_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_sympy_cpp_printer_min_max_minmax1_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_torchvision_transforms_functional_tensor_resize_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_autotuning_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_dynamic_shape_with_div_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_equal_to_1_arg_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_equal_to_1_float_arg_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_equal_to_1_float_arg_dynamic_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_extern_kernel_arg_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_1_dynamic_False_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_1_dynamic_False_autotune_True_cpu_with_stack_allocation, 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test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_2_dynamic_True_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_1_dynamic_False_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_1_dynamic_False_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_1_dynamic_True_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_1_dynamic_True_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_2_dynamic_False_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_2_dynamic_False_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_2_dynamic_True_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_2_dynamic_True_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_1_dynamic_False_autotune_False_cpu_with_stack_allocation, 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test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_2_dynamic_True_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_2_dynamic_True_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_multi_output_arg_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_reinterpret_view_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_reinterpret_view_mem_leak_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_sympy_expr_arg_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_sympy_fn_like_arg_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_tma_descriptor_1d_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_tma_descriptor_1d_dynamic_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_tma_descriptor_2d_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_tma_descriptor_2d_dynamic_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_unbacked_symint_in_grid_dynamic_False_autotuning_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_unbacked_symint_in_grid_dynamic_False_autotuning_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_unbacked_symint_in_grid_dynamic_True_autotuning_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_unbacked_symint_in_grid_dynamic_True_autotuning_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_weird_param_order_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_with_none_input_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_with_none_inputs_and_equal_to_1_arg_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_mutated_autotuning_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_next_power_of_2_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_unbacked_equals_input_size_runtime_assertion_mark_unbacked_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_unbacked_equals_input_size_runtime_assertion_mark_unbacked_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_update_constant_buffer_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_update_inactive_constant_buffer_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_update_user_managed_buffer_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_view_outputs_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_nested_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_simple_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_conv_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_conv_dynamic_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_mixed_device_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_mixed_device_dynamic_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_outer_buffers_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_outer_code_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_parameters_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_pytree_inputs_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_sym_expr_cond_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_sym_expr_cond_dynamic_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_unbacked_symint_closure_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_unbacked_symint_closure_dynamic_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_with_cudagraphs_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_with_no_triton_profiler_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_with_offset_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_with_profiler_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_zero_grid_with_backed_symbols_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_zero_grid_with_unbacked_symbols_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_zero_size_buffer_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_zero_size_weight_cpu_with_stack_allocation
2025-06-01T22:02:45.1750597Z 
2025-06-01T22:02:45.1750773Z Running torch_np/test_binary_ufuncs 1/1 ... [2025-06-01 22:02:45.125703]
2025-06-01T22:02:45.1751112Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:02:45.1751941Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_binary_ufuncs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:02:45.126084]
2025-06-01T22:02:46.5949218Z 
2025-06-01T22:02:46.5950780Z inductor/test_smoke 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_smoke_1.1_2ce28a74a09a1ba0_.log
2025-06-01T22:02:46.5951976Z 
2025-06-01T22:02:46.5953129Z Running export/test_functionalized_assertions 1/1 ... [2025-06-01 22:02:46.594571]
2025-06-01T22:02:46.5953999Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:02:46.5956094Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_functionalized_assertions.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:02:46.594891]
2025-06-01T22:02:48.7999250Z 
2025-06-01T22:02:48.8000647Z torch_np/test_binary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_binary_ufuncs_1.1_cf4da3f654ae93d1_.log
2025-06-01T22:02:48.8016583Z Running 38 items in this shard: test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_add, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_arctan2, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_bitwise_and, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_bitwise_or, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_bitwise_xor, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_copysign, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_divide, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_equal, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_float_power, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_floor_divide, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_fmax, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_fmin, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_fmod, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_gcd, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_greater, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_greater_equal, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_heaviside, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_hypot, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_lcm, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_ldexp, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_left_shift, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_less, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_less_equal, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logaddexp, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logaddexp2, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logical_and, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logical_or, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logical_xor, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_matmul, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_maximum, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_minimum, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_multiply, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_nextafter, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_not_equal, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_power, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_remainder, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_right_shift, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_subtract
2025-06-01T22:02:48.8026909Z 
2025-06-01T22:02:48.8027369Z Running torch_np/test_unary_ufuncs 1/1 ... [2025-06-01 22:02:48.799632]
2025-06-01T22:02:48.8028281Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:02:48.8030224Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_unary_ufuncs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:02:48.800288]
2025-06-01T22:02:50.0666842Z 
2025-06-01T22:02:50.0668765Z export/test_functionalized_assertions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_functionalized_assertions_1.1_5f13165bd5ab1fef_.log
2025-06-01T22:02:50.0671861Z Running 2 items in this shard: test/export/test_functionalized_assertions.py::TestFuntionalAssertions::test_functional_assert_async_msg, test/export/test_functionalized_assertions.py::TestFuntionalAssertions::test_functional_sym_constrain_range
2025-06-01T22:02:50.0673768Z 
2025-06-01T22:02:50.0674195Z Running export/test_unflatten_training_ir 1/1 ... [2025-06-01 22:02:50.066499]
2025-06-01T22:02:50.0675040Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:02:50.0677519Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_unflatten_training_ir.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:02:50.066813]
2025-06-01T22:02:52.4238441Z 
2025-06-01T22:02:52.4240305Z torch_np/test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_unary_ufuncs_1.1_1d541101b396a99b_.log
2025-06-01T22:02:52.4260898Z Running 42 items in this shard: test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_absolute, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arccos, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arccosh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arcsin, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arcsinh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arctan, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arctanh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_cbrt, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_ceil, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_conjugate, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_cos, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_cosh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_deg2rad, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_degrees, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_exp, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_exp2, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_expm1, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_fabs, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_floor, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_isfinite, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_isinf, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_isnan, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_log, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_log10, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_log1p, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_log2, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_logical_not, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_negative, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_positive, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_rad2deg, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_radians, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_reciprocal, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_rint, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_sign, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_signbit, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_sin, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_sinh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_sqrt, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_square, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_tan, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_tanh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_trunc
2025-06-01T22:02:52.4273706Z 
2025-06-01T22:02:52.4274076Z Running dynamo/test_base_output 1/1 ... [2025-06-01 22:02:52.423750]
2025-06-01T22:02:52.4274832Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:02:52.4276693Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_output.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:02:52.424381]
2025-06-01T22:02:53.6391378Z 
2025-06-01T22:02:53.6393010Z export/test_unflatten_training_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_unflatten_training_ir_1.1_db08be8f6c877c3e_.log
2025-06-01T22:02:53.6416993Z Running 27 items in this shard: test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_attr_as_submod_input_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_dedup_sym_size_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_double_nested_submodule_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_duplicate_placeholder_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_fx_trace_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_nested_leaf_non_strict_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_placeholder_and_get_attr_ordering_after_unflattened_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_simple_alias_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_buffer_mutation_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_constant_obj_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_constant_tensor_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_container_type_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_eager_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_empty_branch_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_nested_access_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_nested_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_none_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_param_list_dict_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_preserve_signature_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_preserve_with_unused_input_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_requires_grad_param_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_shared_submodule_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_skipped_call_module_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_submodule_ordering_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_with_inplace_compile_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_wrong_input_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflattened_module_nodes_has_meta_val_training_ir
2025-06-01T22:02:53.6439842Z 
2025-06-01T22:02:53.6440230Z Running test_functionalization 1/1 ... [2025-06-01 22:02:53.638841]
2025-06-01T22:02:53.6440995Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:02:53.6442910Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functionalization.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:02:53.639166]
2025-06-01T22:02:55.9979167Z 
2025-06-01T22:02:55.9980498Z dynamo/test_base_output 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_output_1.1_aa600e87f79570c2_.log
2025-06-01T22:02:55.9982950Z Running 6 items in this shard: test/dynamo/test_base_output.py::TestBaseOutput::test_assign, test/dynamo/test_base_output.py::TestBaseOutput::test_create, test/dynamo/test_base_output.py::TestBaseOutput::test_getattr, test/dynamo/test_base_output.py::TestBaseOutput::test_getitem, test/dynamo/test_base_output.py::TestBaseOutput::test_index, test/dynamo/test_base_output.py::TestBaseOutput::test_tuple
2025-06-01T22:02:55.9985109Z 
2025-06-01T22:02:55.9985580Z Running dynamo/test_global 1/1 ... [2025-06-01 22:02:55.997424]
2025-06-01T22:02:55.9986316Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:02:55.9987759Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_global.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:02:55.998101]
2025-06-01T22:02:57.2610405Z 
2025-06-01T22:02:57.2611896Z test_functionalization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functionalization_1.1_24dfe821fb3abbfc_.log
2025-06-01T22:02:57.2680066Z Running 112 items in this shard: test/test_functionalization.py::TestFunctionalization::test_advanced_indexing, test/test_functionalization.py::TestFunctionalization::test_advanced_indexing_correct_strides, test/test_functionalization.py::TestFunctionalization::test_aliases_maintained_after_pass_when_reapplying_views, test/test_functionalization.py::TestFunctionalization::test_as_strided, test/test_functionalization.py::TestFunctionalization::test_batch_norm, test/test_functionalization.py::TestFunctionalization::test_cat, test/test_functionalization.py::TestFunctionalization::test_channels_last_contiguous, test/test_functionalization.py::TestFunctionalization::test_copy_, test/test_functionalization.py::TestFunctionalization::test_copy_stride_mismatch, test/test_functionalization.py::TestFunctionalization::test_diagonal, test/test_functionalization.py::TestFunctionalization::test_diagonal_mutated_input, test/test_functionalization.py::TestFunctionalization::test_everything, test/test_functionalization.py::TestFunctionalization::test_expand_symint, test/test_functionalization.py::TestFunctionalization::test_fill_, test/test_functionalization.py::TestFunctionalization::test_freeze, test/test_functionalization.py::TestFunctionalization::test_index_mutation_on_non_input, test/test_functionalization.py::TestFunctionalization::test_inplace_on_non_view, test/test_functionalization.py::TestFunctionalization::test_instance_norm, test/test_functionalization.py::TestFunctionalization::test_metadata_change, test/test_functionalization.py::TestFunctionalization::test_metadata_change_out_op, test/test_functionalization.py::TestFunctionalization::test_mixed_wrappers_invalid, test/test_functionalization.py::TestFunctionalization::test_mixed_wrappers_valid, test/test_functionalization.py::TestFunctionalization::test_multi_out, test/test_functionalization.py::TestFunctionalization::test_multiple_views_of_same_base, test/test_functionalization.py::TestFunctionalization::test_mutable_op_not_inplace_or_other, test/test_functionalization.py::TestFunctionalization::test_mutation_overlapping_mem, test/test_functionalization.py::TestFunctionalization::test_nested_functions_propagate_updates, test/test_functionalization.py::TestFunctionalization::test_only_one_view, test/test_functionalization.py::TestFunctionalization::test_optional_tensor_list, test/test_functionalization.py::TestFunctionalization::test_python_functionalization, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_conj, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_is_conj, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_is_neg, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_lift_fresh, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_lift_fresh_storage, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_neg, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_zero_tensor, test/test_functionalization.py::TestFunctionalization::test_reapply_views_simple, test/test_functionalization.py::TestFunctionalization::test_resize_larger_invalid, test/test_functionalization.py::TestFunctionalization::test_resize_larger_valid, test/test_functionalization.py::TestFunctionalization::test_resize_same_size_diff_rank, test/test_functionalization.py::TestFunctionalization::test_resize_smaller, test/test_functionalization.py::TestFunctionalization::test_save_for_backwards_segfault, test/test_functionalization.py::TestFunctionalization::test_scalars, test/test_functionalization.py::TestFunctionalization::test_set_, test/test_functionalization.py::TestFunctionalization::test_simple, test/test_functionalization.py::TestFunctionalization::test_simple_out, test/test_functionalization.py::TestFunctionalization::test_slice, test/test_functionalization.py::TestFunctionalization::test_split, test/test_functionalization.py::TestFunctionalization::test_split_with_sizes, test/test_functionalization.py::TestFunctionalization::test_tensor_ctr, test/test_functionalization.py::TestFunctionalization::test_tensor_list_composite, test/test_functionalization.py::TestFunctionalization::test_tensor_list_mixed_functional_nonfunctional, test/test_functionalization.py::TestFunctionalization::test_unbind, test/test_functionalization.py::TestFunctionalization::test_view_clone_view_inplace, test/test_functionalization.py::TestFunctionalization::test_view_inplace, test/test_functionalization.py::TestCrossRefFunctionalization::test_advanced_indexing, test/test_functionalization.py::TestCrossRefFunctionalization::test_advanced_indexing_correct_strides, test/test_functionalization.py::TestCrossRefFunctionalization::test_aliases_maintained_after_pass_when_reapplying_views, test/test_functionalization.py::TestCrossRefFunctionalization::test_as_strided, test/test_functionalization.py::TestCrossRefFunctionalization::test_batch_norm, test/test_functionalization.py::TestCrossRefFunctionalization::test_cat, test/test_functionalization.py::TestCrossRefFunctionalization::test_channels_last_contiguous, test/test_functionalization.py::TestCrossRefFunctionalization::test_copy_, test/test_functionalization.py::TestCrossRefFunctionalization::test_copy_stride_mismatch, test/test_functionalization.py::TestCrossRefFunctionalization::test_diagonal, test/test_functionalization.py::TestCrossRefFunctionalization::test_diagonal_mutated_input, test/test_functionalization.py::TestCrossRefFunctionalization::test_everything, test/test_functionalization.py::TestCrossRefFunctionalization::test_expand_symint, test/test_functionalization.py::TestCrossRefFunctionalization::test_fill_, test/test_functionalization.py::TestCrossRefFunctionalization::test_freeze, test/test_functionalization.py::TestCrossRefFunctionalization::test_index_mutation_on_non_input, test/test_functionalization.py::TestCrossRefFunctionalization::test_inplace_on_non_view, test/test_functionalization.py::TestCrossRefFunctionalization::test_instance_norm, test/test_functionalization.py::TestCrossRefFunctionalization::test_metadata_change, test/test_functionalization.py::TestCrossRefFunctionalization::test_metadata_change_out_op, test/test_functionalization.py::TestCrossRefFunctionalization::test_mixed_wrappers_invalid, test/test_functionalization.py::TestCrossRefFunctionalization::test_mixed_wrappers_valid, test/test_functionalization.py::TestCrossRefFunctionalization::test_multi_out, test/test_functionalization.py::TestCrossRefFunctionalization::test_multiple_views_of_same_base, test/test_functionalization.py::TestCrossRefFunctionalization::test_mutable_op_not_inplace_or_other, test/test_functionalization.py::TestCrossRefFunctionalization::test_mutation_overlapping_mem, test/test_functionalization.py::TestCrossRefFunctionalization::test_nested_functions_propagate_updates, test/test_functionalization.py::TestCrossRefFunctionalization::test_only_one_view, test/test_functionalization.py::TestCrossRefFunctionalization::test_optional_tensor_list, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_conj, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_is_conj, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_is_neg, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_lift_fresh, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_lift_fresh_storage, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_neg, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_zero_tensor, test/test_functionalization.py::TestCrossRefFunctionalization::test_reapply_views_simple, test/test_functionalization.py::TestCrossRefFunctionalization::test_resize_larger_invalid, test/test_functionalization.py::TestCrossRefFunctionalization::test_resize_larger_valid, test/test_functionalization.py::TestCrossRefFunctionalization::test_resize_same_size_diff_rank, test/test_functionalization.py::TestCrossRefFunctionalization::test_resize_smaller, test/test_functionalization.py::TestCrossRefFunctionalization::test_save_for_backwards_segfault, test/test_functionalization.py::TestCrossRefFunctionalization::test_scalars, test/test_functionalization.py::TestCrossRefFunctionalization::test_set_, test/test_functionalization.py::TestCrossRefFunctionalization::test_simple, test/test_functionalization.py::TestCrossRefFunctionalization::test_simple_out, test/test_functionalization.py::TestCrossRefFunctionalization::test_slice, test/test_functionalization.py::TestCrossRefFunctionalization::test_split, test/test_functionalization.py::TestCrossRefFunctionalization::test_split_with_sizes, test/test_functionalization.py::TestCrossRefFunctionalization::test_tensor_ctr, test/test_functionalization.py::TestCrossRefFunctionalization::test_tensor_list_composite, test/test_functionalization.py::TestCrossRefFunctionalization::test_tensor_list_mixed_functional_nonfunctional, test/test_functionalization.py::TestCrossRefFunctionalization::test_unbind, test/test_functionalization.py::TestCrossRefFunctionalization::test_view_clone_view_inplace, test/test_functionalization.py::TestCrossRefFunctionalization::test_view_inplace
2025-06-01T22:02:57.2746592Z 
2025-06-01T22:02:57.2746993Z Running inductor/test_inductor_utils 1/1 ... [2025-06-01 22:02:57.260904]
2025-06-01T22:02:57.2747786Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:02:57.2749697Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inductor_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:02:57.261248]
2025-06-01T22:02:59.7215546Z 
2025-06-01T22:02:59.7216254Z dynamo/test_global 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_global_1.1_db9edc9cf37358b4_.log
2025-06-01T22:02:59.7219524Z Running 12 items in this shard: test/dynamo/test_global.py::TestGlobals::test_store_global_1, test/dynamo/test_global.py::TestGlobals::test_store_global_2, test/dynamo/test_global.py::TestGlobals::test_store_global_cross_file, test/dynamo/test_global.py::TestGlobals::test_store_global_crossfile_inline, test/dynamo/test_global.py::TestGlobals::test_store_global_dict, test/dynamo/test_global.py::TestGlobals::test_store_global_dict_2, test/dynamo/test_global.py::TestGlobals::test_store_global_inline_1, test/dynamo/test_global.py::TestGlobals::test_store_global_inline_2, test/dynamo/test_global.py::TestGlobals::test_store_global_list, test/dynamo/test_global.py::TestGlobals::test_store_global_list_2, test/dynamo/test_global.py::TestGlobals::test_store_global_new, test/dynamo/test_global.py::TestGlobals::test_store_global_object
2025-06-01T22:02:59.7222216Z 
2025-06-01T22:02:59.7222433Z Running functorch/test_ac_logging 1/1 ... [2025-06-01 22:02:59.721484]
2025-06-01T22:02:59.7222835Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:02:59.7226284Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ac_logging.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:02:59.722082]
2025-06-01T22:03:01.0842150Z 
2025-06-01T22:03:01.0843534Z inductor/test_inductor_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_utils_1.1_59d35f4fc2c678dd_.log
2025-06-01T22:03:01.0845927Z Running 2 items in this shard: test/inductor/test_inductor_utils.py::TestBench::test_benchmarker, test/inductor/test_inductor_utils.py::TestBench::test_do_bench_using_profiling
2025-06-01T22:03:01.0847175Z 
2025-06-01T22:03:01.0847511Z Running dynamo/test_nops 1/1 ... [2025-06-01 22:03:01.083785]
2025-06-01T22:03:01.0848223Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:01.0850097Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_nops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:01.084116]
2025-06-01T22:03:02.9947209Z 
2025-06-01T22:03:02.9948642Z functorch/test_ac_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ac_logging_1.1_b5a710f93fad82b2_.log
2025-06-01T22:03:02.9952510Z Running 4 items in this shard: test/functorch/test_ac_logging.py::TestAcLogging::test_create_activation_checkpointing_logging_structure_payload, test/functorch/test_ac_logging.py::TestAcLogging::test_create_joint_graph_edges, test/functorch/test_ac_logging.py::TestAcLogging::test_create_joint_graph_node_information, test/functorch/test_ac_logging.py::TestAcLogging::test_create_structured_trace_for_min_cut_info
2025-06-01T22:03:02.9955888Z 
2025-06-01T22:03:02.9956375Z Running inductor/test_provenance_tracing 1/1 ... [2025-06-01 22:03:02.994636]
2025-06-01T22:03:02.9957191Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:02.9959312Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_provenance_tracing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:02.995259]
2025-06-01T22:03:04.7066107Z 
2025-06-01T22:03:04.7067348Z dynamo/test_nops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_nops_1.1_c47d6549b7ee9e98_.log
2025-06-01T22:03:04.7073139Z Running 4 items in this shard: test/dynamo/test_nops.py::NopTests::test1, test/dynamo/test_nops.py::NopTests::test2, test/dynamo/test_nops.py::NopTests::test3, test/dynamo/test_nops.py::NopTests::test_extended_args
2025-06-01T22:03:04.7074629Z 
2025-06-01T22:03:04.7074964Z Running test_foreach 1/1 ... [2025-06-01 22:03:04.706478]
2025-06-01T22:03:04.7075620Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:04.7077624Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_foreach.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:04.706756]
2025-06-01T22:03:09.6737718Z 
2025-06-01T22:03:09.6738962Z inductor/test_provenance_tracing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_provenance_tracing_1.1_19d2917465da4460_.log
2025-06-01T22:03:09.6744918Z Running 5 items in this shard: test/inductor/test_provenance_tracing.py::TestProvenanceTracingArtifact::test_triton_kernel_to_post_grad_tracing_combo_kernel, test/inductor/test_provenance_tracing.py::TestProvenanceTracingArtifact::test_triton_kernel_to_post_grad_tracing_cpu, test/inductor/test_provenance_tracing.py::TestProvenanceTracingArtifact::test_triton_kernel_to_post_grad_tracing_cuda, test/inductor/test_provenance_tracing.py::TestProvenanceTracingArtifact::test_triton_kernel_to_post_grad_tracing_extern_kernel, test/inductor/test_provenance_tracing.py::TestProvenanceTracingNodeMapping::test_create_node_mapping
2025-06-01T22:03:09.6750115Z 
2025-06-01T22:03:09.6750528Z Running test_fx_experimental 1/1 ... [2025-06-01 22:03:09.673682]
2025-06-01T22:03:09.6751398Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:09.6753427Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_fx_experimental.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:09.674298]
2025-06-01T22:03:15.7032289Z 
2025-06-01T22:03:15.7033662Z test_fx_experimental 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_fx_experimental_1.1_b792de961ed10055_.log
2025-06-01T22:03:15.7577597Z Running 720 items in this shard: test/test_fx_experimental.py::TestFXExperimental::test_annotate_getitem_node, test/test_fx_experimental.py::TestFXExperimental::test_annotate_returns_with_schema, test/test_fx_experimental.py::TestFXExperimental::test_aot_based_partition, test/test_fx_experimental.py::TestFXExperimental::test_call_to_assert_no_msg, test/test_fx_experimental.py::TestFXExperimental::test_call_to_assert_with_empty_msg, test/test_fx_experimental.py::TestFXExperimental::test_call_to_assert_with_msg, test/test_fx_experimental.py::TestFXExperimental::test_call_to_assert_with_multiline_message, test/test_fx_experimental.py::TestFXExperimental::test_conv_bn_fusion, test/test_fx_experimental.py::TestFXExperimental::test_conv_bn_fusion_mixed_dtype, test/test_fx_experimental.py::TestFXExperimental::test_conv_bn_fusion_not_running_state, test/test_fx_experimental.py::TestFXExperimental::test_cost_aware_partition, test/test_fx_experimental.py::TestFXExperimental::test_fetch, test/test_fx_experimental.py::TestFXExperimental::test_find_single_partition, test/test_fx_experimental.py::TestFXExperimental::test_lack_of_devices, test/test_fx_experimental.py::TestFXExperimental::test_large_node_error, test/test_fx_experimental.py::TestFXExperimental::test_merge_matmuls, test/test_fx_experimental.py::TestFXExperimental::test_meta_tracer, test/test_fx_experimental.py::TestFXExperimental::test_normalize_args, test/test_fx_experimental.py::TestFXExperimental::test_normalize_args_perserve_type, test/test_fx_experimental.py::TestFXExperimental::test_normalize_args_preserve_meta, test/test_fx_experimental.py::TestFXExperimental::test_normalize_binary_operators, test/test_fx_experimental.py::TestFXExperimental::test_normalize_modules_exhaustive, test/test_fx_experimental.py::TestFXExperimental::test_optimize_for_inference_cpu, test/test_fx_experimental.py::TestFXExperimental::test_optimize_for_inference_cpu_torchvision, test/test_fx_experimental.py::TestFXExperimental::test_partition_device_mapping, test/test_fx_experimental.py::TestFXExperimental::test_partition_latency, test/test_fx_experimental.py::TestFXExperimental::test_partition_node_manipulation, test/test_fx_experimental.py::TestFXExperimental::test_replace_target_nodes_with, test/test_fx_experimental.py::TestFXExperimental::test_saturate_host, test/test_fx_experimental.py::TestFXExperimental::test_size_based_partition, test/test_fx_experimental.py::TestFXExperimental::test_sparse_nn_partition, test/test_fx_experimental.py::TestFXExperimental::test_split_module_dead_code, test/test_fx_experimental.py::TestFXExperimental::test_split_module_default_arg, test/test_fx_experimental.py::TestFXExperimental::test_split_module_keep_original_order_and_noop_graph, test/test_fx_experimental.py::TestFXExperimental::test_split_module_kwargs_expansion, test/test_fx_experimental.py::TestFXExperimental::test_split_module_return_node, test/test_fx_experimental.py::TestFXExperimental::test_split_qualname_mapping, test/test_fx_experimental.py::TestFXExperimental::test_subgraph_creation, test/test_fx_experimental.py::TestFXExperimental::test_subgraph_trivial_resnet, test/test_fx_experimental.py::TestFXExperimental::test_subgraph_uniquename, test/test_fx_experimental.py::TestFXExperimental::test_to_folder, test/test_fx_experimental.py::TestFXExperimental::test_traceable_function_with_nonstandard_name, test/test_fx_experimental.py::TestFXExperimental::test_type_matches, test/test_fx_experimental.py::TestTranslationValidation::test_sat, test/test_fx_experimental.py::TestTranslationValidation::test_sat_bitwise, test/test_fx_experimental.py::TestTranslationValidation::test_sympy_to_z3, test/test_fx_experimental.py::TestTranslationValidation::test_unsat, test/test_fx_experimental.py::TestTranslationValidation::test_z3str, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_args_op_overload_cuda, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_H_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_T_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive___getitem___cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive___radd___cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive___rdiv___cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive___rmatmul___cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive___rmod___cuda_float32, 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test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_true_divide_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_trunc_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unbind_copy_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unbind_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unflatten_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unfold_copy_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unfold_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_uniform_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unique_consecutive_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unique_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unsafe_chunk_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unsafe_split_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unsqueeze_copy_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unsqueeze_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_var_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_var_mean_cuda_float32, 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test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_vstack_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_where_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_xlogy_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_zero__cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_zeros_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_zeros_like_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_quantized_eb_cuda
2025-06-01T22:03:15.7822562Z 
2025-06-01T22:03:15.7822724Z Running inductor/test_ck_backend 1/1 ... [2025-06-01 22:03:15.704739]
2025-06-01T22:03:15.7823055Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:15.7823839Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_ck_backend.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:15.705089]
2025-06-01T22:03:18.0984839Z 
2025-06-01T22:03:18.0986410Z test_foreach 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_foreach_1.1_24138f597bd21e51_.log
2025-06-01T22:03:18.2288526Z Running 3576 items in this shard: test/test_foreach.py::TestForeachCUDA::test_0dim_tensor_overload_cpu_ok_cuda, test/test_foreach.py::TestForeachCUDA::test_0dim_tensor_overload_exception_cuda, test/test_foreach.py::TestForeachCUDA::test_add_scalar_with_empty_list_and_empty_tensor_cuda_bfloat16, test/test_foreach.py::TestForeachCUDA::test_add_scalar_with_empty_list_and_empty_tensor_cuda_complex128, test/test_foreach.py::TestForeachCUDA::test_add_scalar_with_empty_list_and_empty_tensor_cuda_complex64, test/test_foreach.py::TestForeachCUDA::test_add_scalar_with_empty_list_and_empty_tensor_cuda_float16, test/test_foreach.py::TestForeachCUDA::test_add_scalar_with_empty_list_and_empty_tensor_cuda_float32, test/test_foreach.py::TestForeachCUDA::test_add_scalar_with_empty_list_and_empty_tensor_cuda_float64, test/test_foreach.py::TestForeachCUDA::test_add_scalar_with_empty_list_and_empty_tensor_cuda_int16, test/test_foreach.py::TestForeachCUDA::test_add_scalar_with_empty_list_and_empty_tensor_cuda_int32, test/test_foreach.py::TestForeachCUDA::test_add_scalar_with_empty_list_and_empty_tensor_cuda_int64, test/test_foreach.py::TestForeachCUDA::test_add_scalar_with_empty_list_and_empty_tensor_cuda_int8, test/test_foreach.py::TestForeachCUDA::test_add_scalar_with_empty_list_and_empty_tensor_cuda_uint8, test/test_foreach.py::TestForeachCUDA::test_all_zero_size_tensors_do_not_launch_kernel__foreach_abs_cuda_float32, test/test_foreach.py::TestForeachCUDA::test_all_zero_size_tensors_do_not_launch_kernel__foreach_acos_cuda_float32, test/test_foreach.py::TestForeachCUDA::test_all_zero_size_tensors_do_not_launch_kernel__foreach_add_cuda_float32, test/test_foreach.py::TestForeachCUDA::test_all_zero_size_tensors_do_not_launch_kernel__foreach_addcdiv_cuda_float32, test/test_foreach.py::TestForeachCUDA::test_all_zero_size_tensors_do_not_launch_kernel__foreach_addcmul_cuda_float32, 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test/test_foreach.py::TestForeachCUDA::test_unary_op_tensors_on_different_devices__foreach_zero_cuda_float32, test/test_foreach.py::TestForeachCUDA::test_unary_op_tensors_on_different_devices__foreach_zero_cuda_float64, test/test_foreach.py::TestForeachCUDA::test_unary_op_tensors_on_different_devices__foreach_zero_cuda_int16, test/test_foreach.py::TestForeachCUDA::test_unary_op_tensors_on_different_devices__foreach_zero_cuda_int32, test/test_foreach.py::TestForeachCUDA::test_unary_op_tensors_on_different_devices__foreach_zero_cuda_int64, test/test_foreach.py::TestForeachCUDA::test_unary_op_tensors_on_different_devices__foreach_zero_cuda_int8, test/test_foreach.py::TestForeachCUDA::test_unary_op_tensors_on_different_devices__foreach_zero_cuda_uint8
2025-06-01T22:03:18.3219472Z 
2025-06-01T22:03:18.3219647Z Running dynamo/test_metrics_context 1/1 ... [2025-06-01 22:03:18.105419]
2025-06-01T22:03:18.3219982Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:18.3220775Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_metrics_context.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:18.105751]
2025-06-01T22:03:21.6287162Z 
2025-06-01T22:03:21.6288433Z dynamo/test_metrics_context 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_metrics_context_1.1_160d80bb0fad6e61_.log
2025-06-01T22:03:21.6292407Z Running 9 items in this shard: test/dynamo/test_metrics_context.py::TestMetricsContext::test_add_to_set, test/dynamo/test_metrics_context.py::TestMetricsContext::test_context_exists, test/dynamo/test_metrics_context.py::TestMetricsContext::test_nested_context, test/dynamo/test_metrics_context.py::TestMetricsContext::test_set, test/dynamo/test_metrics_context.py::TestMetricsContext::test_set_disallow_overwrite, test/dynamo/test_metrics_context.py::TestMetricsContext::test_set_key_value, test/dynamo/test_metrics_context.py::TestMetricsContext::test_top_n, test/dynamo/test_metrics_context.py::TestMetricsContext::test_update_allow_overwrite, test/dynamo/test_metrics_context.py::TestMetricsContext::test_update_disallow_overwrite
2025-06-01T22:03:21.6294931Z 
2025-06-01T22:03:21.6295146Z Running torch_np/test_nep50_examples 1/1 ... [2025-06-01 22:03:21.627717]
2025-06-01T22:03:21.6295564Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:21.6297361Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_nep50_examples.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:21.628201]
2025-06-01T22:03:22.4339278Z 
2025-06-01T22:03:22.4340598Z inductor/test_ck_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_ck_backend_1.1_08eb6eef1084550a_.log
2025-06-01T22:03:22.4371337Z Running 31 items in this shard: test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_addmm_max_autotune_gemm_backends_ATen,Triton,CK_x_shape0, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_addmm_max_autotune_gemm_backends_ATen,Triton,CK_x_shape1, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_addmm_max_autotune_gemm_backends_ATen,Triton,CK_x_shape2, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_addmm_max_autotune_gemm_backends_CK_x_shape0, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_addmm_max_autotune_gemm_backends_CK_x_shape1, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_addmm_max_autotune_gemm_backends_CK_x_shape2, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_conv2d_max_autotune_conv_backends_ATEN,CK,TRITON, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_conv2d_max_autotune_conv_backends_CK, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_bmm_max_autotune_gemm_backends_ATen,Triton,CK, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_bmm_max_autotune_gemm_backends_CK, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_dynamic_max_autotune_gemm_backends_CK_autotune_in_subproc_True, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_max_autotune_gemm_backends_ATen,Triton,CK_autotune_in_subproc_False_use_aoti_False, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_max_autotune_gemm_backends_ATen,Triton,CK_autotune_in_subproc_False_use_aoti_True, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_max_autotune_gemm_backends_ATen,Triton,CK_autotune_in_subproc_True_use_aoti_False, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_max_autotune_gemm_backends_ATen,Triton,CK_autotune_in_subproc_True_use_aoti_True, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_max_autotune_gemm_backends_CK_autotune_in_subproc_False_use_aoti_False, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_max_autotune_gemm_backends_CK_autotune_in_subproc_False_use_aoti_True, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_max_autotune_gemm_backends_CK_autotune_in_subproc_True_use_aoti_False, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_max_autotune_gemm_backends_CK_autotune_in_subproc_True_use_aoti_True, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_non_contiguous_max_autotune_gemm_backends_ATen,Triton,CK, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_non_contiguous_max_autotune_gemm_backends_CK, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_preselected_max_autotune_gemm_backends_ATen,Triton,CK, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_preselected_max_autotune_gemm_backends_CK, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_scaled_mm_max_autotune_gemm_backends_ATen,Triton,CK_bfloat16_use_fast_accum_True_quantize_type_rowwise_has_bias_False, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_scaled_mm_max_autotune_gemm_backends_ATen,Triton,CK_bfloat16_use_fast_accum_True_quantize_type_rowwise_has_bias_True, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_scaled_mm_max_autotune_gemm_backends_ATen,Triton,CK_bfloat16_use_fast_accum_True_quantize_type_tensorwise_has_bias_False, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_scaled_mm_max_autotune_gemm_backends_ATen,Triton,CK_bfloat16_use_fast_accum_True_quantize_type_tensorwise_has_bias_True, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_scaled_mm_max_autotune_gemm_backends_CK_bfloat16_use_fast_accum_True_quantize_type_rowwise_has_bias_False, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_scaled_mm_max_autotune_gemm_backends_CK_bfloat16_use_fast_accum_True_quantize_type_rowwise_has_bias_True, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_scaled_mm_max_autotune_gemm_backends_CK_bfloat16_use_fast_accum_True_quantize_type_tensorwise_has_bias_False, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_scaled_mm_max_autotune_gemm_backends_CK_bfloat16_use_fast_accum_True_quantize_type_tensorwise_has_bias_True
2025-06-01T22:03:22.4400811Z 
2025-06-01T22:03:22.4401244Z Running torch_np/test_scalars_0D_arrays 1/1 ... [2025-06-01 22:03:22.433887]
2025-06-01T22:03:22.4402056Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:22.4403977Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_scalars_0D_arrays.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:22.434567]
2025-06-01T22:03:26.0070805Z 
2025-06-01T22:03:26.0072249Z torch_np/test_scalars_0D_arrays 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_scalars_0D_arrays_1.1_dfab90bd17d9e530_.log
2025-06-01T22:03:26.0091754Z Running 33 items in this shard: test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_scalar_comparisons, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value0, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value1, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value10, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value11, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value4, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value5, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value6, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value7, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value8, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value9, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value_s, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value_string, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_0D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_1D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_2D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_float32, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_int, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_list, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_list-list, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_literal
2025-06-01T22:03:26.0109633Z 
2025-06-01T22:03:26.0110014Z Running inductor/test_ordered_set 1/1 ... [2025-06-01 22:03:26.006957]
2025-06-01T22:03:26.0110792Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:26.0112686Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_ordered_set.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:26.007571]
2025-06-01T22:03:26.4039050Z 
2025-06-01T22:03:26.4040290Z torch_np/test_nep50_examples 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_nep50_examples_1.1_581140289da58c15_.log
2025-06-01T22:03:26.4730838Z Running 1573 items in this shard: test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_3j + array(3, complex64), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_True + uint8(2), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array(1_0, float32) + 1e-14 == 1_0, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([0_1], float32) == float64(0_1), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([100], uint8) + 200, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + 1, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + 200, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + 300, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + array(1, int64), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + int64(1), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_0], float32) + 1e-14 == 1_0, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_], float32) + 3, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_], float32) + array(1_, float64), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_], float32) + float64(1_), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_], float32) + int64(3), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_bool_(True) + 1, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_float32(1) + 1j, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_float32(1) + 3e100, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_float32(5) + 5j, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_int16(2) + 2, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_int16(4) + 4j, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_int32(1) + 5j, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_uint8(1) + 2, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_uint8(1) + 300, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_uint8(100) + 200, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array8, 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test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array9, 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test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array20_dtype20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array21_dtype21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array22_dtype22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array23_dtype23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array24_dtype24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array25_dtype25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array26_dtype26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array0_dtype0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array1_dtype1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array2_dtype2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array3_dtype3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array4_dtype4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array5_dtype5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array6_dtype6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array7_dtype7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array8_dtype8
2025-06-01T22:03:26.5212333Z 
2025-06-01T22:03:26.5212525Z Running inductor/test_cudagraph_trees 1/1 ... [2025-06-01 22:03:26.406968]
2025-06-01T22:03:26.5212896Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:26.5213770Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudagraph_trees.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:26.407244]
2025-06-01T22:03:30.7327082Z 
2025-06-01T22:03:30.7328263Z inductor/test_ordered_set 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_ordered_set_1.1_40763b959bba4bc4_.log
2025-06-01T22:03:30.7490936Z Running 401 items in this shard: test/inductor/test_ordered_set.py::TestJointOps::test_and, test/inductor/test_ordered_set.py::TestJointOps::test_badcmp, test/inductor/test_ordered_set.py::TestJointOps::test_container_iterator, test/inductor/test_ordered_set.py::TestJointOps::test_contains, test/inductor/test_ordered_set.py::TestJointOps::test_cyclical_repr, test/inductor/test_ordered_set.py::TestJointOps::test_deepcopy, test/inductor/test_ordered_set.py::TestJointOps::test_difference, test/inductor/test_ordered_set.py::TestJointOps::test_do_not_rehash_dict_keys, test/inductor/test_ordered_set.py::TestJointOps::test_equality, test/inductor/test_ordered_set.py::TestJointOps::test_free_after_iterating, test/inductor/test_ordered_set.py::TestJointOps::test_gc, test/inductor/test_ordered_set.py::TestJointOps::test_intersection, test/inductor/test_ordered_set.py::TestJointOps::test_isdisjoint, test/inductor/test_ordered_set.py::TestJointOps::test_iterator_pickling, test/inductor/test_ordered_set.py::TestJointOps::test_len, test/inductor/test_ordered_set.py::TestJointOps::test_new_or_init, test/inductor/test_ordered_set.py::TestJointOps::test_or, test/inductor/test_ordered_set.py::TestJointOps::test_pickling, test/inductor/test_ordered_set.py::TestJointOps::test_setOfFrozensets, test/inductor/test_ordered_set.py::TestJointOps::test_sub, test/inductor/test_ordered_set.py::TestJointOps::test_sub_and_super, test/inductor/test_ordered_set.py::TestJointOps::test_subclass_with_custom_hash, test/inductor/test_ordered_set.py::TestJointOps::test_symmetric_difference, test/inductor/test_ordered_set.py::TestJointOps::test_union, test/inductor/test_ordered_set.py::TestJointOps::test_uniquification, test/inductor/test_ordered_set.py::TestJointOps::test_xor, test/inductor/test_ordered_set.py::TestSet::test_add, test/inductor/test_ordered_set.py::TestSet::test_and, test/inductor/test_ordered_set.py::TestSet::test_badcmp, test/inductor/test_ordered_set.py::TestSet::test_clear, test/inductor/test_ordered_set.py::TestSet::test_constructor_identity, test/inductor/test_ordered_set.py::TestSet::test_container_iterator, test/inductor/test_ordered_set.py::TestSet::test_contains, test/inductor/test_ordered_set.py::TestSet::test_copy, test/inductor/test_ordered_set.py::TestSet::test_cyclical_repr, test/inductor/test_ordered_set.py::TestSet::test_deepcopy, test/inductor/test_ordered_set.py::TestSet::test_difference, test/inductor/test_ordered_set.py::TestSet::test_difference_update, test/inductor/test_ordered_set.py::TestSet::test_discard, test/inductor/test_ordered_set.py::TestSet::test_do_not_rehash_dict_keys, test/inductor/test_ordered_set.py::TestSet::test_equality, test/inductor/test_ordered_set.py::TestSet::test_free_after_iterating, test/inductor/test_ordered_set.py::TestSet::test_gc, test/inductor/test_ordered_set.py::TestSet::test_hash, test/inductor/test_ordered_set.py::TestSet::test_iand, test/inductor/test_ordered_set.py::TestSet::test_init, test/inductor/test_ordered_set.py::TestSet::test_inplace_on_self, test/inductor/test_ordered_set.py::TestSet::test_intersection, test/inductor/test_ordered_set.py::TestSet::test_intersection_update, test/inductor/test_ordered_set.py::TestSet::test_ior, test/inductor/test_ordered_set.py::TestSet::test_isdisjoint, test/inductor/test_ordered_set.py::TestSet::test_isub, test/inductor/test_ordered_set.py::TestSet::test_iterator_pickling, test/inductor/test_ordered_set.py::TestSet::test_ixor, test/inductor/test_ordered_set.py::TestSet::test_len, test/inductor/test_ordered_set.py::TestSet::test_new_or_init, test/inductor/test_ordered_set.py::TestSet::test_or, test/inductor/test_ordered_set.py::TestSet::test_pickling, test/inductor/test_ordered_set.py::TestSet::test_pop, test/inductor/test_ordered_set.py::TestSet::test_remove, test/inductor/test_ordered_set.py::TestSet::test_remove_keyerror_set, test/inductor/test_ordered_set.py::TestSet::test_remove_keyerror_unpacking, test/inductor/test_ordered_set.py::TestSet::test_rich_compare, test/inductor/test_ordered_set.py::TestSet::test_setOfFrozensets, test/inductor/test_ordered_set.py::TestSet::test_set_literal, test/inductor/test_ordered_set.py::TestSet::test_set_literal_evaluation_order, test/inductor/test_ordered_set.py::TestSet::test_set_literal_insertion_order, test/inductor/test_ordered_set.py::TestSet::test_sub, test/inductor/test_ordered_set.py::TestSet::test_sub_and_super, test/inductor/test_ordered_set.py::TestSet::test_subclass_with_custom_hash, test/inductor/test_ordered_set.py::TestSet::test_symmetric_difference, test/inductor/test_ordered_set.py::TestSet::test_symmetric_difference_update, test/inductor/test_ordered_set.py::TestSet::test_union, test/inductor/test_ordered_set.py::TestSet::test_uniquification, test/inductor/test_ordered_set.py::TestSet::test_update, test/inductor/test_ordered_set.py::TestSet::test_weakref, test/inductor/test_ordered_set.py::TestSet::test_xor, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_length, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_in, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_length, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_not_in, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_in, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_length, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_not_in, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_length, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsString::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_union, 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test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_union_empty, test/inductor/test_ordered_set.py::TestExceptionPropagation::test_changingSizeWhileIterating, test/inductor/test_ordered_set.py::TestExceptionPropagation::test_instanceWithException, test/inductor/test_ordered_set.py::TestExceptionPropagation::test_instancesWithoutException, test/inductor/test_ordered_set.py::TestSetOfSets::test_constructor, test/inductor/test_ordered_set.py::TestBinaryOps::test_eq, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_superset, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_superset, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_superset, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_superset, test/inductor/test_ordered_set.py::TestMutate::test_add_absent, test/inductor/test_ordered_set.py::TestMutate::test_add_present, test/inductor/test_ordered_set.py::TestMutate::test_add_until_full, test/inductor/test_ordered_set.py::TestMutate::test_clear, test/inductor/test_ordered_set.py::TestMutate::test_discard_absent, test/inductor/test_ordered_set.py::TestMutate::test_discard_present, test/inductor/test_ordered_set.py::TestMutate::test_pop, test/inductor/test_ordered_set.py::TestMutate::test_remove_absent, test/inductor/test_ordered_set.py::TestMutate::test_remove_present, test/inductor/test_ordered_set.py::TestMutate::test_remove_until_empty, test/inductor/test_ordered_set.py::TestMutate::test_update_empty_tuple, test/inductor/test_ordered_set.py::TestMutate::test_update_unit_tuple_non_overlap, test/inductor/test_ordered_set.py::TestMutate::test_update_unit_tuple_overlap, test/inductor/test_ordered_set.py::TestSubsets::test_issubset, test/inductor/test_ordered_set.py::TestSubsetEqualEmpty::test_issubset, test/inductor/test_ordered_set.py::TestSubsetEqualNonEmpty::test_issubset, test/inductor/test_ordered_set.py::TestSubsetEmptyNonEmpty::test_issubset, test/inductor/test_ordered_set.py::TestSubsetPartial::test_issubset, test/inductor/test_ordered_set.py::TestSubsetNonOverlap::test_issubset, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_union, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_union, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_union, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_union, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsString::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsString::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsString::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsString::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsString::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_union, test/inductor/test_ordered_set.py::TestOnlySetsString::test_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_union, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_update_operator, test/inductor/test_ordered_set.py::TestCopyingEmpty::test_copy, test/inductor/test_ordered_set.py::TestCopyingEmpty::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingSingleton::test_copy, test/inductor/test_ordered_set.py::TestCopyingSingleton::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingTriple::test_copy, test/inductor/test_ordered_set.py::TestCopyingTriple::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingTuple::test_copy, test/inductor/test_ordered_set.py::TestCopyingTuple::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingNested::test_copy, test/inductor/test_ordered_set.py::TestCopyingNested::test_deep_copy, test/inductor/test_ordered_set.py::TestIdentities::test_binopsVsSubsets, test/inductor/test_ordered_set.py::TestIdentities::test_commutativity, test/inductor/test_ordered_set.py::TestIdentities::test_exclusion, test/inductor/test_ordered_set.py::TestIdentities::test_summations, test/inductor/test_ordered_set.py::TestVariousIteratorArgs::test_constructor, test/inductor/test_ordered_set.py::TestVariousIteratorArgs::test_inline_methods, test/inductor/test_ordered_set.py::TestVariousIteratorArgs::test_inplace_methods, test/inductor/test_ordered_set.py::TestWeirdBugs::test_8420_set_merge, test/inductor/test_ordered_set.py::TestWeirdBugs::test_iter_and_mutate, test/inductor/test_ordered_set.py::TestWeirdBugs::test_merge_and_mutate, test/inductor/test_ordered_set.py::TestGraphs::test_cube, test/inductor/test_ordered_set.py::TestGraphs::test_cuboctahedron
2025-06-01T22:03:30.7640645Z 
2025-06-01T22:03:30.7641139Z Running inductor/test_aot_inductor_custom_ops 1/1 ... [2025-06-01 22:03:30.733314]
2025-06-01T22:03:30.7641792Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:30.7643282Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_custom_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:30.733710]
2025-06-01T22:03:33.1851977Z 
2025-06-01T22:03:33.1853823Z inductor/test_cudagraph_trees 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudagraph_trees_1.1_ef7ad67238588d32_.log
2025-06-01T22:03:33.1942226Z Running 134 items in this shard: test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_accumulate_grad, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_accumulate_multiple_recordings, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_alias_of_parameter, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliased_output_checkpoint, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliased_static_parameter, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliased_storage_single_weakref, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliasing_static_ref, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_amp_cache_disabled, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_backward_gets_cached_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cache_hit_forward_miss_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cached_boxed_forward_device_index, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cached_forward_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_checkpoint_shared_output_storage_deallocation, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_checkpointing_resets_persistent_refs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cleanup, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_compiled_autograd_static_input_params, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_constant_output, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_conv_benchmark, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cpp_wrapper, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_dynamic_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_dynamic_warmup, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_empty_cpu_tensor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_empty_storage, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_end_recording_early, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_error_on_dealloc_use, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_error_on_dealloc_use2, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_execution_into_recording, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_expanded_inputs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_due_to_cudagraph_managed_tensor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_warn_only_once, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_generation, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_with_skipped_cudagraphed_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_frozen_fn, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_function_compiled_multiple_times, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_only, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_op_and_dynamic_shapes, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_tensor_symints, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_dynamoc_shapes, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_mutation, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_no_split, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_dynamic_shapes, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_forward_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_forward_backward_not_called, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_forward_with_skipped_cudagraphed_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_gc, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_multiple_devices_msg, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reduce_overhead_mode_effectiveness, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_cpu_and_gpu, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_cpu_and_gpu_interleave, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_custom_op_with_no_dependency, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_custom_op_with_no_dependency1, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_item, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_backend, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_graph_breaks, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_index_put, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_live_outputs_multiple_graphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_manager_per_device, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mark_step, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_meta_tensor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_child_node, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_custom_module, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_custom_module_buffer, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_parent_node, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module_buffers, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_param_inputs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multinomial, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multiple_insert_removal_caching, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_on_inp_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_on_inp_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_reinplaced, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_no_rerecord_with_mark_static_address, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_not_fallback_to_eager_if_have_not_recompiling_too_many_times, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_output_alias, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_peristed_output_livenes, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_remove_hooks_on_cached_tensors, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_rerecord_if_static_input_address_changed, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_rng_non_trees, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_rng_trees, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_run_simple, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_separate_recordings, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_side_stream_memory_allocation, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_single_stream_use, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_cpp_wrapper, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_cudagraph_unsafe_ops, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached1, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached2, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_symbolic, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_sparsity, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_static_inputs_address_mutation_log, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_storage_access_error, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_tensor_constant_mutation, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_tensor_dies_between_checkpoint, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_tensor_no_longer_in_pool, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_input_no_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_input_non_trees, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_input_trees, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_parameter, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unstable_ptr, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_warmup_stream_sync, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_warn_on_pending_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_warn_once_if_dynamic_shape_limit_reached, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_workspace_allocation_error, test/inductor/test_cudagraph_trees.py::TestSAC::test_cpu_and_cuda_rng, test/inductor/test_cudagraph_trees.py::TestSAC::test_cudagraph_uneven_forward_backward, test/inductor/test_cudagraph_trees.py::TestSAC::test_cudagraphs_aot_eager_compat_equal, test/inductor/test_cudagraph_trees.py::TestSAC::test_cudagraphs_aot_eager_compat_equal_device_one, test/inductor/test_cudagraph_trees.py::TestSAC::test_graph_partition_cudagraphs_aot_eager_compat_equal, test/inductor/test_cudagraph_trees.py::TestSAC::test_multi_device, test/inductor/test_cudagraph_trees.py::TestSAC::test_retain_graph, test/inductor/test_cudagraph_trees.py::TestSAC::test_simple, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order0, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order1, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order2, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order3, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order4, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order5
2025-06-01T22:03:33.2028742Z 
2025-06-01T22:03:33.2029458Z Running dynamo/test_functions 1/1 ... [2025-06-01 22:03:33.184973]
2025-06-01T22:03:33.2030350Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:33.2032425Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_functions.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:33.185286]
2025-06-01T22:03:37.7613835Z 
2025-06-01T22:03:37.7615950Z inductor/test_aot_inductor_custom_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_custom_ops_1.1_5e3d422e650f8349_.log
2025-06-01T22:03:37.7642526Z Running 29 items in this shard: test/inductor/test_aot_inductor_custom_ops.py::AOTInductorLoggingTest::test_shape_env_reuse, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_boxed_run_inputs_clearing_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_add_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_add_output_path_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_all_inputs_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_missing_arg_with_default_value_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_out_variant_without_return_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_return_list_of_single_tensor_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_return_single_tensor_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_square_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_with_concat_inputs_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_with_multiple_outputs_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_with_reinterpret_view_inputs_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_fn_with_optional_tensor_output_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_incorrect_custom_op_schema_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_boxed_run_inputs_clearing_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_add_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_add_output_path_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_all_inputs_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_missing_arg_with_default_value_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_out_variant_without_return_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_return_list_of_single_tensor_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_return_single_tensor_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_square_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_with_concat_inputs_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_with_multiple_outputs_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_with_reinterpret_view_inputs_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_fn_with_optional_tensor_output_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_incorrect_custom_op_schema_cuda
2025-06-01T22:03:37.7666479Z 
2025-06-01T22:03:37.7666780Z Running test_hop_infra 1/1 ... [2025-06-01 22:03:37.761124]
2025-06-01T22:03:37.7667455Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:37.7669253Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_hop_infra.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:37.761470]
2025-06-01T22:03:40.4149338Z 
2025-06-01T22:03:40.4150847Z dynamo/test_functions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_functions_1.1_fb8ae6b16e8e0018_.log
2025-06-01T22:03:40.4368359Z Running 460 items in this shard: test/dynamo/test_functions.py::FunctionTests::test_T, test/dynamo/test_functions.py::FunctionTests::test_add, test/dynamo/test_functions.py::FunctionTests::test_add_, test/dynamo/test_functions.py::FunctionTests::test_addcdiv, test/dynamo/test_functions.py::FunctionTests::test_addcdiv_, test/dynamo/test_functions.py::FunctionTests::test_addcmul_, test/dynamo/test_functions.py::FunctionTests::test_are_functorch_transforms_active, test/dynamo/test_functions.py::FunctionTests::test_attrgetter, test/dynamo/test_functions.py::FunctionTests::test_broadcast_foreach_pow, test/dynamo/test_functions.py::FunctionTests::test_build_list_unpack, test/dynamo/test_functions.py::FunctionTests::test_call_dict1, test/dynamo/test_functions.py::FunctionTests::test_call_dict2, test/dynamo/test_functions.py::FunctionTests::test_call_dict3, test/dynamo/test_functions.py::FunctionTests::test_call_dict4, test/dynamo/test_functions.py::FunctionTests::test_call_dict5, test/dynamo/test_functions.py::FunctionTests::test_callable_builtin, test/dynamo/test_functions.py::FunctionTests::test_callable_class, test/dynamo/test_functions.py::FunctionTests::test_callable_lambda, test/dynamo/test_functions.py::FunctionTests::test_callable_list, test/dynamo/test_functions.py::FunctionTests::test_callable_torch, test/dynamo/test_functions.py::FunctionTests::test_chunks1, test/dynamo/test_functions.py::FunctionTests::test_class_dict, test/dynamo/test_functions.py::FunctionTests::test_cls_eq, test/dynamo/test_functions.py::FunctionTests::test_cls_hasattr, test/dynamo/test_functions.py::FunctionTests::test_cls_is, test/dynamo/test_functions.py::FunctionTests::test_compare_constant_and_tensor, test/dynamo/test_functions.py::FunctionTests::test_complex_closure, test/dynamo/test_functions.py::FunctionTests::test_const_tuple_add1, test/dynamo/test_functions.py::FunctionTests::test_const_tuple_add2, test/dynamo/test_functions.py::FunctionTests::test_constant1, test/dynamo/test_functions.py::FunctionTests::test_constant2, test/dynamo/test_functions.py::FunctionTests::test_constant3, test/dynamo/test_functions.py::FunctionTests::test_constant4, test/dynamo/test_functions.py::FunctionTests::test_constant_set, test/dynamo/test_functions.py::FunctionTests::test_context_wrapping_nested_functions_no_closure, test/dynamo/test_functions.py::FunctionTests::test_cublas_allow_tf32, test/dynamo/test_functions.py::FunctionTests::test_custom_dict_kwargs, test/dynamo/test_functions.py::FunctionTests::test_default_dict_closure, test/dynamo/test_functions.py::FunctionTests::test_default_dict_constr, test/dynamo/test_functions.py::FunctionTests::test_default_dict_dict, test/dynamo/test_functions.py::FunctionTests::test_default_dict_lambda, test/dynamo/test_functions.py::FunctionTests::test_default_dict_list, test/dynamo/test_functions.py::FunctionTests::test_default_dict_set, test/dynamo/test_functions.py::FunctionTests::test_default_dict_tuple, test/dynamo/test_functions.py::FunctionTests::test_defaultdict_setdefault1, test/dynamo/test_functions.py::FunctionTests::test_defaultdict_setdefault2, test/dynamo/test_functions.py::FunctionTests::test_defaultdict_setdefault3, test/dynamo/test_functions.py::FunctionTests::test_del, test/dynamo/test_functions.py::FunctionTests::test_deque, test/dynamo/test_functions.py::FunctionTests::test_device, test/dynamo/test_functions.py::FunctionTests::test_device_constant, test/dynamo/test_functions.py::FunctionTests::test_dict_copy, test/dynamo/test_functions.py::FunctionTests::test_dict_fromkeys, test/dynamo/test_functions.py::FunctionTests::test_dict_hasattr, test/dynamo/test_functions.py::FunctionTests::test_dict_id_guard, test/dynamo/test_functions.py::FunctionTests::test_dict_items_sorted, test/dynamo/test_functions.py::FunctionTests::test_dict_key_set1, test/dynamo/test_functions.py::FunctionTests::test_dict_key_set2, test/dynamo/test_functions.py::FunctionTests::test_dict_key_set3, test/dynamo/test_functions.py::FunctionTests::test_dict_keys, test/dynamo/test_functions.py::FunctionTests::test_dict_kwargs, test/dynamo/test_functions.py::FunctionTests::test_dict_mutable_map, test/dynamo/test_functions.py::FunctionTests::test_dict_ops, test/dynamo/test_functions.py::FunctionTests::test_dict_param_keys, test/dynamo/test_functions.py::FunctionTests::test_dict_setdefault1, test/dynamo/test_functions.py::FunctionTests::test_dict_setdefault2, test/dynamo/test_functions.py::FunctionTests::test_dict_setdefault3, test/dynamo/test_functions.py::FunctionTests::test_dict_sorted, test/dynamo/test_functions.py::FunctionTests::test_dict_tuple_lazy_guard, test/dynamo/test_functions.py::FunctionTests::test_dict_update, test/dynamo/test_functions.py::FunctionTests::test_dict_update_kwargs, test/dynamo/test_functions.py::FunctionTests::test_dict_values, test/dynamo/test_functions.py::FunctionTests::test_distributed_is_available, test/dynamo/test_functions.py::FunctionTests::test_distributed_is_initialized, test/dynamo/test_functions.py::FunctionTests::test_dtype, test/dynamo/test_functions.py::FunctionTests::test_dtype_compare, test/dynamo/test_functions.py::FunctionTests::test_elipsis, test/dynamo/test_functions.py::FunctionTests::test_enumerate, test/dynamo/test_functions.py::FunctionTests::test_enumerate_custom, test/dynamo/test_functions.py::FunctionTests::test_enumerate_reconstruct, test/dynamo/test_functions.py::FunctionTests::test_filter, test/dynamo/test_functions.py::FunctionTests::test_filter_fallback, test/dynamo/test_functions.py::FunctionTests::test_filter_graph_break_reconstruct, test/dynamo/test_functions.py::FunctionTests::test_filter_infinite_iterator, test/dynamo/test_functions.py::FunctionTests::test_filter_reconstruct, test/dynamo/test_functions.py::FunctionTests::test_filter_with_graph_break, test/dynamo/test_functions.py::FunctionTests::test_finfo, test/dynamo/test_functions.py::FunctionTests::test_flat_param_same_storage_size, test/dynamo/test_functions.py::FunctionTests::test_float, test/dynamo/test_functions.py::FunctionTests::test_fn_with_self_set, test/dynamo/test_functions.py::FunctionTests::test_foreach_lerp_, test/dynamo/test_functions.py::FunctionTests::test_fstrings1, test/dynamo/test_functions.py::FunctionTests::test_fstrings2, test/dynamo/test_functions.py::FunctionTests::test_fstrings3, test/dynamo/test_functions.py::FunctionTests::test_fstrings4, test/dynamo/test_functions.py::FunctionTests::test_fstrings5, test/dynamo/test_functions.py::FunctionTests::test_fstrings6, test/dynamo/test_functions.py::FunctionTests::test_funcdef_closure, test/dynamo/test_functions.py::FunctionTests::test_functools_partial, test/dynamo/test_functions.py::FunctionTests::test_generic_namedtuple_hasattr, test/dynamo/test_functions.py::FunctionTests::test_generic_namedtuple_subclass, test/dynamo/test_functions.py::FunctionTests::test_generic_namedtuple_user_methods, test/dynamo/test_functions.py::FunctionTests::test_get_autocast_gpu_dtype, test/dynamo/test_functions.py::FunctionTests::test_get_calculate_correct_fan, test/dynamo/test_functions.py::FunctionTests::test_get_default_dtype, test/dynamo/test_functions.py::FunctionTests::test_get_device_properties_tensor_device, test/dynamo/test_functions.py::FunctionTests::test_get_privateuse1_name, test/dynamo/test_functions.py::FunctionTests::test_getattr, test/dynamo/test_functions.py::FunctionTests::test_getattr_metaclass, test/dynamo/test_functions.py::FunctionTests::test_globalfn, test/dynamo/test_functions.py::FunctionTests::test_globalmodule, test/dynamo/test_functions.py::FunctionTests::test_globalvar, test/dynamo/test_functions.py::FunctionTests::test_import1, test/dynamo/test_functions.py::FunctionTests::test_in_not_in, test/dynamo/test_functions.py::FunctionTests::test_index, test/dynamo/test_functions.py::FunctionTests::test_indexed_range, test/dynamo/test_functions.py::FunctionTests::test_indirect1, test/dynamo/test_functions.py::FunctionTests::test_indirect2, test/dynamo/test_functions.py::FunctionTests::test_indirect3, test/dynamo/test_functions.py::FunctionTests::test_inline_jit__unwrap_optional, test/dynamo/test_functions.py::FunctionTests::test_inline_jit_annotations, test/dynamo/test_functions.py::FunctionTests::test_inline_lru_cache_fn_with_default_args, test/dynamo/test_functions.py::FunctionTests::test_inline_script_if_tracing_fn_with_default_args, test/dynamo/test_functions.py::FunctionTests::test_inline_softmax, test/dynamo/test_functions.py::FunctionTests::test_inline_with_default, test/dynamo/test_functions.py::FunctionTests::test_inner_function, test/dynamo/test_functions.py::FunctionTests::test_is, test/dynamo/test_functions.py::FunctionTests::test_is_any_autocast_enabled, test/dynamo/test_functions.py::FunctionTests::test_is_checkpoint_valid, test/dynamo/test_functions.py::FunctionTests::test_is_complex, test/dynamo/test_functions.py::FunctionTests::test_is_contiguous_frame_counts, test/dynamo/test_functions.py::FunctionTests::test_is_contiguous_memory_format, test/dynamo/test_functions.py::FunctionTests::test_is_floating_point, test/dynamo/test_functions.py::FunctionTests::test_is_fx_tracing, test/dynamo/test_functions.py::FunctionTests::test_is_in_onnx_export, test/dynamo/test_functions.py::FunctionTests::test_is_inference_mode_global_recompilation, test/dynamo/test_functions.py::FunctionTests::test_is_inference_recompilation, test/dynamo/test_functions.py::FunctionTests::test_is_integer, test/dynamo/test_functions.py::FunctionTests::test_is_not, test/dynamo/test_functions.py::FunctionTests::test_is_not_null, test/dynamo/test_functions.py::FunctionTests::test_is_quantized, test/dynamo/test_functions.py::FunctionTests::test_is_sparse, test/dynamo/test_functions.py::FunctionTests::test_isinstance, test/dynamo/test_functions.py::FunctionTests::test_islice_chain, test/dynamo/test_functions.py::FunctionTests::test_itemgetter, test/dynamo/test_functions.py::FunctionTests::test_itertools_chain, test/dynamo/test_functions.py::FunctionTests::test_itertools_chain_from_iterable, test/dynamo/test_functions.py::FunctionTests::test_itertools_combinations, test/dynamo/test_functions.py::FunctionTests::test_itertools_compress, test/dynamo/test_functions.py::FunctionTests::test_itertools_compress_tensors, test/dynamo/test_functions.py::FunctionTests::test_itertools_pairwise, test/dynamo/test_functions.py::FunctionTests::test_itertools_product, test/dynamo/test_functions.py::FunctionTests::test_itertools_reconstruct, test/dynamo/test_functions.py::FunctionTests::test_jit_annotate, test/dynamo/test_functions.py::FunctionTests::test_len_constant_dict, test/dynamo/test_functions.py::FunctionTests::test_len_constant_list, test/dynamo/test_functions.py::FunctionTests::test_len_constant_misc_iterables, test/dynamo/test_functions.py::FunctionTests::test_len_tensor, test/dynamo/test_functions.py::FunctionTests::test_list_add, test/dynamo/test_functions.py::FunctionTests::test_list_add_then_mutate, test/dynamo/test_functions.py::FunctionTests::test_list_clear, test/dynamo/test_functions.py::FunctionTests::test_list_compare_polyfill, test/dynamo/test_functions.py::FunctionTests::test_list_compare_polyfill_non_lists, test/dynamo/test_functions.py::FunctionTests::test_list_convert, test/dynamo/test_functions.py::FunctionTests::test_list_expand_lhs, test/dynamo/test_functions.py::FunctionTests::test_list_index_with_constant_tensor, test/dynamo/test_functions.py::FunctionTests::test_list_reversed, test/dynamo/test_functions.py::FunctionTests::test_list_slice, test/dynamo/test_functions.py::FunctionTests::test_list_slice_assignment, test/dynamo/test_functions.py::FunctionTests::test_list_sorted1, test/dynamo/test_functions.py::FunctionTests::test_list_sorted2, test/dynamo/test_functions.py::FunctionTests::test_list_truth, test/dynamo/test_functions.py::FunctionTests::test_listarg1, test/dynamo/test_functions.py::FunctionTests::test_listarg2, test/dynamo/test_functions.py::FunctionTests::test_listarg3, test/dynamo/test_functions.py::FunctionTests::test_listarg4, test/dynamo/test_functions.py::FunctionTests::test_listarg5, test/dynamo/test_functions.py::FunctionTests::test_load_global_bool, test/dynamo/test_functions.py::FunctionTests::test_lru_cache_warning_issued_during_tracing, test/dynamo/test_functions.py::FunctionTests::test_mT, test/dynamo/test_functions.py::FunctionTests::test_manual_seed, test/dynamo/test_functions.py::FunctionTests::test_map_call_function_ex, test/dynamo/test_functions.py::FunctionTests::test_map_deque_extendleft, test/dynamo/test_functions.py::FunctionTests::test_map_dict_fromkeys, test/dynamo/test_functions.py::FunctionTests::test_map_enumerate, test/dynamo/test_functions.py::FunctionTests::test_map_infinite, test/dynamo/test_functions.py::FunctionTests::test_map_iter, test/dynamo/test_functions.py::FunctionTests::test_map_list, test/dynamo/test_functions.py::FunctionTests::test_map_list_extend, test/dynamo/test_functions.py::FunctionTests::test_map_list_slice_assign, test/dynamo/test_functions.py::FunctionTests::test_map_max, test/dynamo/test_functions.py::FunctionTests::test_map_max_const, test/dynamo/test_functions.py::FunctionTests::test_map_partial_unpack, test/dynamo/test_functions.py::FunctionTests::test_map_reconstruct, test/dynamo/test_functions.py::FunctionTests::test_map_reduce, test/dynamo/test_functions.py::FunctionTests::test_map_return, test/dynamo/test_functions.py::FunctionTests::test_map_set, test/dynamo/test_functions.py::FunctionTests::test_map_sorted, test/dynamo/test_functions.py::FunctionTests::test_map_str_join, test/dynamo/test_functions.py::FunctionTests::test_map_sum, test/dynamo/test_functions.py::FunctionTests::test_map_tuple, test/dynamo/test_functions.py::FunctionTests::test_map_unpack_twice, test/dynamo/test_functions.py::FunctionTests::test_map_unpack_vars, test/dynamo/test_functions.py::FunctionTests::test_map_with_graph_break, test/dynamo/test_functions.py::FunctionTests::test_map_zip_dict, test/dynamo/test_functions.py::FunctionTests::test_math_radians, test/dynamo/test_functions.py::FunctionTests::test_mean_sum_np, test/dynamo/test_functions.py::FunctionTests::test_methodcall1, test/dynamo/test_functions.py::FunctionTests::test_methodcall2, test/dynamo/test_functions.py::FunctionTests::test_methodcall3, test/dynamo/test_functions.py::FunctionTests::test_methodcaller, test/dynamo/test_functions.py::FunctionTests::test_min_max, test/dynamo/test_functions.py::FunctionTests::test_module_constant, test/dynamo/test_functions.py::FunctionTests::test_namedtuple, test/dynamo/test_functions.py::FunctionTests::test_namedtuple_defaults, test/dynamo/test_functions.py::FunctionTests::test_namedtuple_hasattr, test/dynamo/test_functions.py::FunctionTests::test_namedtuple_subclass, test/dynamo/test_functions.py::FunctionTests::test_namedtuple_user_methods, test/dynamo/test_functions.py::FunctionTests::test_ndarray_builtin_functions, test/dynamo/test_functions.py::FunctionTests::test_ndarray_method, test/dynamo/test_functions.py::FunctionTests::test_ndarray_methods_returning_scalar, test/dynamo/test_functions.py::FunctionTests::test_ndarray_reshape, test/dynamo/test_functions.py::FunctionTests::test_ndarray_transpose, test/dynamo/test_functions.py::FunctionTests::test_ndim, test/dynamo/test_functions.py::FunctionTests::test_no_recompile_inner_function, test/dynamo/test_functions.py::FunctionTests::test_no_recompile_inner_lambda, test/dynamo/test_functions.py::FunctionTests::test_non_inlined_closure, test/dynamo/test_functions.py::FunctionTests::test_not_list, test/dynamo/test_functions.py::FunctionTests::test_np_constant_collections_as_input_int_or_float_float, test/dynamo/test_functions.py::FunctionTests::test_np_constant_collections_as_input_int_or_float_int, test/dynamo/test_functions.py::FunctionTests::test_np_constant_collections_guards_float, test/dynamo/test_functions.py::FunctionTests::test_np_constant_collections_guards_int, test/dynamo/test_functions.py::FunctionTests::test_np_finfo, test/dynamo/test_functions.py::FunctionTests::test_np_iinfo, test/dynamo/test_functions.py::FunctionTests::test_number_method_method_as_integer_ratio_num_type0, test/dynamo/test_functions.py::FunctionTests::test_number_method_method_as_integer_ratio_num_type3, test/dynamo/test_functions.py::FunctionTests::test_number_method_method_bit_length_num_type1, test/dynamo/test_functions.py::FunctionTests::test_number_method_method_conjugate_num_type2, test/dynamo/test_functions.py::FunctionTests::test_number_method_method_conjugate_num_type4, test/dynamo/test_functions.py::FunctionTests::test_number_method_method_hex_num_type5, test/dynamo/test_functions.py::FunctionTests::test_number_method_method_is_integer_num_type6, test/dynamo/test_functions.py::FunctionTests::test_numpy_attributes, test/dynamo/test_functions.py::FunctionTests::test_numpy_dtype_argument_to_function, test/dynamo/test_functions.py::FunctionTests::test_numpy_dtype_call_in_function, test/dynamo/test_functions.py::FunctionTests::test_numpy_fft, test/dynamo/test_functions.py::FunctionTests::test_numpy_linalg, test/dynamo/test_functions.py::FunctionTests::test_numpy_meshgrid, test/dynamo/test_functions.py::FunctionTests::test_numpy_random, test/dynamo/test_functions.py::FunctionTests::test_numpy_size, test/dynamo/test_functions.py::FunctionTests::test_obj_eq, test/dynamo/test_functions.py::FunctionTests::test_obj_is, test/dynamo/test_functions.py::FunctionTests::test_ordered_dict_kwargs, test/dynamo/test_functions.py::FunctionTests::test_partial_across_graph_break_uninvoked, test/dynamo/test_functions.py::FunctionTests::test_partials_as_input_UDF, test/dynamo/test_functions.py::FunctionTests::test_partials_as_input_partials_lambda, test/dynamo/test_functions.py::FunctionTests::test_partials_as_input_partials_mod, test/dynamo/test_functions.py::FunctionTests::test_partials_graph_break_reconstruct, test/dynamo/test_functions.py::FunctionTests::test_partials_graph_break_reconstruct_args_and_kwargs, test/dynamo/test_functions.py::FunctionTests::test_partials_graph_break_reconstruct_mix, test/dynamo/test_functions.py::FunctionTests::test_partials_graph_break_reconstruct_mix_no_source, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___annotations__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___builtins__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___call__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___class__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___closure__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___code__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___defaults__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___delattr__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___dict__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___dir__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___doc__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___eq__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___format__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___ge__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___get__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___getattribute__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___globals__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___gt__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___hash__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___init__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___init_subclass__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___kwdefaults__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___le__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___lt__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___module__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___name__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___ne__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___new__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___qualname__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___reduce__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___reduce_ex__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___repr__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___setattr__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___sizeof__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___str__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr___subclasshook__, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr_args, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr_func, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_attr_keywords, test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_set_attr, test/dynamo/test_functions.py::FunctionTests::test_partials_lambda, test/dynamo/test_functions.py::FunctionTests::test_partials_recompilation, test/dynamo/test_functions.py::FunctionTests::test_partials_torch_op_arg, test/dynamo/test_functions.py::FunctionTests::test_partials_torch_op_kwarg, test/dynamo/test_functions.py::FunctionTests::test_partials_udf_arg, test/dynamo/test_functions.py::FunctionTests::test_partials_udf_kwarg, test/dynamo/test_functions.py::FunctionTests::test_partials_udf_kwarg_method, test/dynamo/test_functions.py::FunctionTests::test_partials_udf_kwarg_module, test/dynamo/test_functions.py::FunctionTests::test_pop, test/dynamo/test_functions.py::FunctionTests::test_pos, test/dynamo/test_functions.py::FunctionTests::test_pow_int, test/dynamo/test_functions.py::FunctionTests::test_promote_types, test/dynamo/test_functions.py::FunctionTests::test_rand_inlined, test/dynamo/test_functions.py::FunctionTests::test_rand_tensor_partial, test/dynamo/test_functions.py::FunctionTests::test_range1, test/dynamo/test_functions.py::FunctionTests::test_range2, test/dynamo/test_functions.py::FunctionTests::test_range_length, test/dynamo/test_functions.py::FunctionTests::test_range_with_index, test/dynamo/test_functions.py::FunctionTests::test_range_with_slice_index, test/dynamo/test_functions.py::FunctionTests::test_reduce, test/dynamo/test_functions.py::FunctionTests::test_reduce_with_initial, test/dynamo/test_functions.py::FunctionTests::test_reduce_with_none_initial, test/dynamo/test_functions.py::FunctionTests::test_reduce_with_single, test/dynamo/test_functions.py::FunctionTests::test_reduce_with_single_with_initial, test/dynamo/test_functions.py::FunctionTests::test_return_dict, test/dynamo/test_functions.py::FunctionTests::test_return_dict2, test/dynamo/test_functions.py::FunctionTests::test_return_multiple_numpy_ndarray, test/dynamo/test_functions.py::FunctionTests::test_return_numpy_ndarray, test/dynamo/test_functions.py::FunctionTests::test_return_tuple1, test/dynamo/test_functions.py::FunctionTests::test_return_tuple2, test/dynamo/test_functions.py::FunctionTests::test_returning_recursive_func, test/dynamo/test_functions.py::FunctionTests::test_round, test/dynamo/test_functions.py::FunctionTests::test_set_add, test/dynamo/test_functions.py::FunctionTests::test_set_contains, test/dynamo/test_functions.py::FunctionTests::test_set_difference, test/dynamo/test_functions.py::FunctionTests::test_set_difference_update, test/dynamo/test_functions.py::FunctionTests::test_set_intersection, test/dynamo/test_functions.py::FunctionTests::test_set_intersection_update, test/dynamo/test_functions.py::FunctionTests::test_set_invalid_ConstantVariable_op, test/dynamo/test_functions.py::FunctionTests::test_set_isdisjoint, test/dynamo/test_functions.py::FunctionTests::test_set_issubset, test/dynamo/test_functions.py::FunctionTests::test_set_issuperset, test/dynamo/test_functions.py::FunctionTests::test_set_keys_view, test/dynamo/test_functions.py::FunctionTests::test_set_pop_raise_KeyError, test/dynamo/test_functions.py::FunctionTests::test_set_raise_TypeError_fn_name_add, test/dynamo/test_functions.py::FunctionTests::test_set_raise_TypeError_fn_name_symmetric_difference, test/dynamo/test_functions.py::FunctionTests::test_set_raise_TypeError_fn_name_symmetric_difference_update, test/dynamo/test_functions.py::FunctionTests::test_set_raise_TypeError_on_unshashable_obj_method___contains__, test/dynamo/test_functions.py::FunctionTests::test_set_raise_TypeError_on_unshashable_obj_method_add, test/dynamo/test_functions.py::FunctionTests::test_set_symmetric_difference, test/dynamo/test_functions.py::FunctionTests::test_set_symmetric_difference_update, test/dynamo/test_functions.py::FunctionTests::test_set_union__type0, test/dynamo/test_functions.py::FunctionTests::test_set_update_bytecode, test/dynamo/test_functions.py::FunctionTests::test_set_update_list_with_duplicated_items, test/dynamo/test_functions.py::FunctionTests::test_shape1, test/dynamo/test_functions.py::FunctionTests::test_shape2, test/dynamo/test_functions.py::FunctionTests::test_slice1, test/dynamo/test_functions.py::FunctionTests::test_slice2, test/dynamo/test_functions.py::FunctionTests::test_slice3, test/dynamo/test_functions.py::FunctionTests::test_slice4, test/dynamo/test_functions.py::FunctionTests::test_slice5, test/dynamo/test_functions.py::FunctionTests::test_slice6, test/dynamo/test_functions.py::FunctionTests::test_slice_eq, test/dynamo/test_functions.py::FunctionTests::test_sliced_range, test/dynamo/test_functions.py::FunctionTests::test_sorted_const_key_non_const_items, test/dynamo/test_functions.py::FunctionTests::test_sourceless_build_method_type, test/dynamo/test_functions.py::FunctionTests::test_startswith, test/dynamo/test_functions.py::FunctionTests::test_sum, test/dynamo/test_functions.py::FunctionTests::test_sum_shortcut, test/dynamo/test_functions.py::FunctionTests::test_sum_shortcut_with_start_arg, test/dynamo/test_functions.py::FunctionTests::test_sum_shortcut_with_start_kwarg, test/dynamo/test_functions.py::FunctionTests::test_sum_with_start_arg, test/dynamo/test_functions.py::FunctionTests::test_sum_with_start_kwarg, test/dynamo/test_functions.py::FunctionTests::test_symbool_to_int, test/dynamo/test_functions.py::FunctionTests::test_tensor_dim, test/dynamo/test_functions.py::FunctionTests::test_tensor_element_size, test/dynamo/test_functions.py::FunctionTests::test_tensor_is_complex, test/dynamo/test_functions.py::FunctionTests::test_tensor_len, test/dynamo/test_functions.py::FunctionTests::test_tensor_new_with_shape, test/dynamo/test_functions.py::FunctionTests::test_tensor_new_with_size, test/dynamo/test_functions.py::FunctionTests::test_tensor_size, test/dynamo/test_functions.py::FunctionTests::test_tensor_size_indexed_by_symint, test/dynamo/test_functions.py::FunctionTests::test_tensor_type, test/dynamo/test_functions.py::FunctionTests::test_tensor_type2, test/dynamo/test_functions.py::FunctionTests::test_tensor_type3, test/dynamo/test_functions.py::FunctionTests::test_tensor_type4, test/dynamo/test_functions.py::FunctionTests::test_tensor_type5, test/dynamo/test_functions.py::FunctionTests::test_to, test/dynamo/test_functions.py::FunctionTests::test_torch_distributions_functions, test/dynamo/test_functions.py::FunctionTests::test_torch_from_numpy, test/dynamo/test_functions.py::FunctionTests::test_torch_size_as_dict_key, test/dynamo/test_functions.py::FunctionTests::test_torch_size_hasattr, test/dynamo/test_functions.py::FunctionTests::test_transpose_for_scores, test/dynamo/test_functions.py::FunctionTests::test_truth, test/dynamo/test_functions.py::FunctionTests::test_tuple1, test/dynamo/test_functions.py::FunctionTests::test_tuple2, test/dynamo/test_functions.py::FunctionTests::test_tuple_contains, test/dynamo/test_functions.py::FunctionTests::test_tuple_iadd, test/dynamo/test_functions.py::FunctionTests::test_tuple_sorted, test/dynamo/test_functions.py::FunctionTests::test_two_point_iter, test/dynamo/test_functions.py::FunctionTests::test_unary_fold_op, test/dynamo/test_functions.py::FunctionTests::test_unary_fold_op_seq, test/dynamo/test_functions.py::FunctionTests::test_unpack1, test/dynamo/test_functions.py::FunctionTests::test_unpack2, test/dynamo/test_functions.py::FunctionTests::test_unpack3, test/dynamo/test_functions.py::FunctionTests::test_unpack_ex1, test/dynamo/test_functions.py::FunctionTests::test_unpack_ex2, test/dynamo/test_functions.py::FunctionTests::test_unpack_ex3, test/dynamo/test_functions.py::FunctionTests::test_unpack_mutable_map, test/dynamo/test_functions.py::FunctionTests::test_unsqueeze_inplace, test/dynamo/test_functions.py::FunctionTests::test_viamethod, test/dynamo/test_functions.py::FunctionTests::test_viatorch, test/dynamo/test_functions.py::FunctionTests::test_zip_longest, test/dynamo/test_functions.py::FunctionTests::test_zip_reconstruct, test/dynamo/test_functions.py::DefaultsTests::test_cast_tensor_single_elem, test/dynamo/test_functions.py::DefaultsTests::test_cuda_current_device, test/dynamo/test_functions.py::DefaultsTests::test_dataclass_factory, test/dynamo/test_functions.py::DefaultsTests::test_dataclass_nested, test/dynamo/test_functions.py::DefaultsTests::test_fn_with_attr, test/dynamo/test_functions.py::DefaultsTests::test_frozenset_construction, test/dynamo/test_functions.py::DefaultsTests::test_frozenset_illegal_call_method, test/dynamo/test_functions.py::DefaultsTests::test_frozenset_reconstruction, test/dynamo/test_functions.py::DefaultsTests::test_func_attrs, test/dynamo/test_functions.py::DefaultsTests::test_func_default_tensor_args, test/dynamo/test_functions.py::DefaultsTests::test_func_default_torch_args, test/dynamo/test_functions.py::DefaultsTests::test_functional_compile, test/dynamo/test_functions.py::DefaultsTests::test_functools_partial_id, test/dynamo/test_functions.py::DefaultsTests::test_fx_immutable_list_mutation_not_allowed, test/dynamo/test_functions.py::DefaultsTests::test_fx_map_aggregate, test/dynamo/test_functions.py::DefaultsTests::test_in_set_inplace, test/dynamo/test_functions.py::DefaultsTests::test_in_set_would_fail_broadcast, test/dynamo/test_functions.py::DefaultsTests::test_is_init_in_compile_mutated_tensor_tensor, test/dynamo/test_functions.py::DefaultsTests::test_is_init_in_compile_vmapped_mutated_tensor_tensor, test/dynamo/test_functions.py::DefaultsTests::test_is_init_in_compile_vmapped_mutated_tensor_tensor_multi_arg, test/dynamo/test_functions.py::DefaultsTests::test_is_mutated_tensor_tensor, test/dynamo/test_functions.py::DefaultsTests::test_is_mutated_tensor_tensor_across_graph_break, test/dynamo/test_functions.py::DefaultsTests::test_is_not_tensor_tensor, test/dynamo/test_functions.py::DefaultsTests::test_is_tensor_tensor, test/dynamo/test_functions.py::DefaultsTests::test_is_vmapped_mutated_tensor_tensor, test/dynamo/test_functions.py::DefaultsTests::test_keyword, test/dynamo/test_functions.py::DefaultsTests::test_listlike_of_tensors_contains_constant, test/dynamo/test_functions.py::DefaultsTests::test_meth_default_tensor_args, test/dynamo/test_functions.py::DefaultsTests::test_pybind_object, test/dynamo/test_functions.py::DefaultsTests::test_reconstructed_name, test/dynamo/test_functions.py::DefaultsTests::test_set_call___init___frozenset, test/dynamo/test_functions.py::DefaultsTests::test_set_call___init___set, test/dynamo/test_functions.py::DefaultsTests::test_set_construction, test/dynamo/test_functions.py::DefaultsTests::test_skip_function_call_very_weird_value, test/dynamo/test_functions.py::DefaultsTests::test_str_handler_for_user_defined_object, test/dynamo/test_functions.py::DefaultsTests::test_sys_recursionlimit, test/dynamo/test_functions.py::DefaultsTests::test_tree_map, test/dynamo/test_functions.py::DefaultsTests::test_udf_list, test/dynamo/test_functions.py::DefaultsTests::test_udf_list_reconstruction, test/dynamo/test_functions.py::DefaultsTests::test_udf_list_slice, test/dynamo/test_functions.py::DefaultsTests::test_udf_namedtuple, test/dynamo/test_functions.py::DefaultsTests::test_udf_tuple, test/dynamo/test_functions.py::DefaultsTests::test_udf_tuple_construction, test/dynamo/test_functions.py::DefaultsTests::test_udf_tuple_construction_custom_new, test/dynamo/test_functions.py::DefaultsTests::test_udf_tuple_reconstruction, test/dynamo/test_functions.py::DefaultsTests::test_zip_strict
2025-06-01T22:03:40.4576888Z 
2025-06-01T22:03:40.4577157Z Running test_custom_ops 1/1 ... [2025-06-01 22:03:40.415979]
2025-06-01T22:03:40.4577680Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:40.4579048Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_custom_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:40.416526]
2025-06-01T22:03:42.0854345Z 
2025-06-01T22:03:42.0855643Z test_hop_infra 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_hop_infra_1.1_d376f10e49fe2499_.log
2025-06-01T22:03:42.0858576Z Running 3 items in this shard: test/test_hop_infra.py::TestHOPInfra::test_all_hops_are_imported, test/test_hop_infra.py::TestHOPInfra::test_all_hops_have_opinfo, test/test_hop_infra.py::TestHOPInfra::test_imports_from_all_work
2025-06-01T22:03:42.0860619Z 
2025-06-01T22:03:42.0860993Z Running dynamo/test_dicts 1/1 ... [2025-06-01 22:03:42.085410]
2025-06-01T22:03:42.0861724Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:42.0865786Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_dicts.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:42.086013]
2025-06-01T22:03:45.3920481Z 
2025-06-01T22:03:45.3921965Z test_custom_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_custom_ops_1.1_8196545896aee957_.log
2025-06-01T22:03:45.4050817Z Running 276 items in this shard: test/test_custom_ops.py::TestCustomOp::test_abstract_impl_on_existing_op, test/test_custom_ops.py::TestCustomOp::test_abstract_impl_on_existing_op_with_CompositeExplicitAutograd, test/test_custom_ops.py::TestCustomOp::test_abstract_impl_on_existing_op_with_CompositeImplicitAutograd, test/test_custom_ops.py::TestCustomOp::test_abstract_impl_on_existing_op_with_meta, test/test_custom_ops.py::TestCustomOp::test_autogen_aten_ops_are_pt2_compliant, test/test_custom_ops.py::TestCustomOp::test_autograd_function_backed_op, test/test_custom_ops.py::TestCustomOp::test_autograd_notimplemented, test/test_custom_ops.py::TestCustomOp::test_autograd_notimplemented_gradmode, test/test_custom_ops.py::TestCustomOp::test_backward_dict_grad_for_nontensor, test/test_custom_ops.py::TestCustomOp::test_backward_dict_invalid_keys, test/test_custom_ops.py::TestCustomOp::test_backward_dict_requires_keys_for_input_optional_tensors, test/test_custom_ops.py::TestCustomOp::test_backward_dict_requires_keys_for_input_tensors, test/test_custom_ops.py::TestCustomOp::test_backward_grads_are_tensor_or_none, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_CompositeImplicitAutograd, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_incorrect_schema_mutable, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_incorrect_schema_no_output, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_incorrect_schema_views, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_with_key_key_Autograd, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_with_key_key_AutogradCPU, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_with_key_key_AutogradCUDA, test/test_custom_ops.py::TestCustomOp::test_backward_output_differentiability_non_tensor, test/test_custom_ops.py::TestCustomOp::test_backward_output_differentiability_numel, test/test_custom_ops.py::TestCustomOp::test_backward_output_differentiability_tensorlist, test/test_custom_ops.py::TestCustomOp::test_backward_output_differentiability_type, test/test_custom_ops.py::TestCustomOp::test_backward_partially_registered, test/test_custom_ops.py::TestCustomOp::test_backward_returns_dict, test/test_custom_ops.py::TestCustomOp::test_backward_tensorlist_input_requires_list_grads, test/test_custom_ops.py::TestCustomOp::test_backward_tensorlist_input_requires_list_grads_none_or_Tensor, test/test_custom_ops.py::TestCustomOp::test_backward_tensorlist_input_requires_list_grads_with_same_numel, test/test_custom_ops.py::TestCustomOp::test_basic_make_fx, test/test_custom_ops.py::TestCustomOp::test_builtin_aten_ops_are_pt2_compliant, test/test_custom_ops.py::TestCustomOp::test_builtin_torchscript_ops, test/test_custom_ops.py::TestCustomOp::test_data_dependent_basic, test/test_custom_ops.py::TestCustomOp::test_data_dependent_compile, test/test_custom_ops.py::TestCustomOp::test_data_dependent_fake_tracing, test/test_custom_ops.py::TestCustomOp::test_data_dependent_nms_dynamic_compile, test/test_custom_ops.py::TestCustomOp::test_define_and_impl, test/test_custom_ops.py::TestCustomOp::test_define_bad_schema, test/test_custom_ops.py::TestCustomOp::test_define_validation, test/test_custom_ops.py::TestCustomOp::test_define_with_tags_list, test/test_custom_ops.py::TestCustomOp::test_define_with_tags_single, test/test_custom_ops.py::TestCustomOp::test_define_with_tags_tuple, test/test_custom_ops.py::TestCustomOp::test_defined_in_python, test/test_custom_ops.py::TestCustomOp::test_deploy_interaction, test/test_custom_ops.py::TestCustomOp::test_duplicate_impl, test/test_custom_ops.py::TestCustomOp::test_functionalize_error, test/test_custom_ops.py::TestCustomOp::test_impl_abstract_overload, test/test_custom_ops.py::TestCustomOp::test_impl_cpu, test/test_custom_ops.py::TestCustomOp::test_impl_device_cpu, test/test_custom_ops.py::TestCustomOp::test_impl_device_cuda, test/test_custom_ops.py::TestCustomOp::test_impl_device_function, test/test_custom_ops.py::TestCustomOp::test_impl_device_invalid, test/test_custom_ops.py::TestCustomOp::test_impl_function, test/test_custom_ops.py::TestCustomOp::test_impl_invalid_devices, test/test_custom_ops.py::TestCustomOp::test_impl_meta, test/test_custom_ops.py::TestCustomOp::test_impl_multiple, test/test_custom_ops.py::TestCustomOp::test_impl_on_existing_op, test/test_custom_ops.py::TestCustomOp::test_impl_on_existing_op_with_cpu_registration_key_CPU, test/test_custom_ops.py::TestCustomOp::test_impl_on_existing_op_with_cpu_registration_key_CUDA, test/test_custom_ops.py::TestCustomOp::test_impl_on_existing_op_with_cpu_registration_key_CompositeExplicitAutograd, test/test_custom_ops.py::TestCustomOp::test_impl_on_existing_op_with_cpu_registration_key_CompositeImplicitAutograd, test/test_custom_ops.py::TestCustomOp::test_impl_separate, test/test_custom_ops.py::TestCustomOp::test_incorrect_schema_types, test/test_custom_ops.py::TestCustomOp::test_infer_schema_no_return, test/test_custom_ops.py::TestCustomOp::test_infer_schema_supported, test/test_custom_ops.py::TestCustomOp::test_infer_schema_unsupported, test/test_custom_ops.py::TestCustomOp::test_invalid_qualname, test/test_custom_ops.py::TestCustomOp::test_invalid_schemas, test/test_custom_ops.py::TestCustomOp::test_is_functional_schema, test/test_custom_ops.py::TestCustomOp::test_is_tensorlist_like_type, test/test_custom_ops.py::TestCustomOp::test_legacy_define, test/test_custom_ops.py::TestCustomOp::test_legacy_impl, test/test_custom_ops.py::TestCustomOp::test_lifetime, test/test_custom_ops.py::TestCustomOp::test_meta_for_data_dependent_shape_operation, test/test_custom_ops.py::TestCustomOp::test_name_must_match, test/test_custom_ops.py::TestCustomOp::test_new_data_dependent_symint, test/test_custom_ops.py::TestCustomOp::test_not_implemented_error, test/test_custom_ops.py::TestCustomOp::test_override_cea, test/test_custom_ops.py::TestCustomOp::test_override_fake, test/test_custom_ops.py::TestCustomOp::test_override_impl, test/test_custom_ops.py::TestCustomOp::test_override_meta, test/test_custom_ops.py::TestCustomOp::test_private_ctor, test/test_custom_ops.py::TestCustomOp::test_reserved_ns, test/test_custom_ops.py::TestCustomOp::test_resolve_packet, test/test_custom_ops.py::TestCustomOp::test_save_for_backward_inputs_are_namedtuple, test/test_custom_ops.py::TestCustomOp::test_schema_matches_signature, test/test_custom_ops.py::TestCustomOp::test_sequences, test/test_custom_ops.py::TestCustomOp::test_supported_param_types, test/test_custom_ops.py::TestCustomOp::test_supported_return_types_multi_return, test/test_custom_ops.py::TestCustomOp::test_supported_return_types_single_return, test/test_custom_ops.py::TestCustomOp::test_supported_schemas, test/test_custom_ops.py::TestCustomOp::test_symints, test/test_custom_ops.py::TestCustomOp::test_unsupported_param_types, test/test_custom_ops.py::TestCustomOp::test_unsupported_schemas, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_inplace, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_mm, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_nonzero, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_inplace, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_mm, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_nonzero, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_inplace, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_mm, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_nonzero, test/test_custom_ops.py::MiniOpTest::test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_dont_generate, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_inplace, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_mm, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_nonzero, test/test_custom_ops.py::MiniOpTest::test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_inplace, test/test_custom_ops.py::MiniOpTest::test_mm, test/test_custom_ops.py::MiniOpTest::test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_nonzero, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_aten_mm, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_aten_nonzero, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_aten_sin_, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_mini_op_test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_mini_op_test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_mini_op_test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_schema__test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_schema__test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_schema__test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_schema__test_inplace, test/test_custom_ops.py::MiniOpTest::test_schema__test_mm, test/test_custom_ops.py::MiniOpTest::test_schema__test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_schema__test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_schema__test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_schema__test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_schema__test_nonzero, test/test_custom_ops.py::TestCustomOpAPI::test_any_output_is_alias_to_input_or_output, test/test_custom_ops.py::TestCustomOpAPI::test_any_requires_grad, test/test_custom_ops.py::TestCustomOpAPI::test_basic, test/test_custom_ops.py::TestCustomOpAPI::test_compile, test/test_custom_ops.py::TestCustomOpAPI::test_default_values, test/test_custom_ops.py::TestCustomOpAPI::test_disallows_output_aliasing, test/test_custom_ops.py::TestCustomOpAPI::test_factory_function, test/test_custom_ops.py::TestCustomOpAPI::test_fake, test/test_custom_ops.py::TestCustomOpAPI::test_kwarg_only_tensors, test/test_custom_ops.py::TestCustomOpAPI::test_layout_constraint_tags, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_autocast, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_autocast_list_input, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_autocast_low_level, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_autocast_multiple_times, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_autocast_multiple_times_different_devices, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_autograd, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_autograd_low_level, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_0, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_1, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_2, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_3, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_4, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_5, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_kernel, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_kernel_low_level, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_torch_dispatch, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_torch_dispatch_low_level, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_torch_dispatch_rule_mode, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_torch_dispatch_rule_subclass, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_vmap, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_vmap_library_decorator, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_vmap_op_decorator, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_vmap_register_multiple_times, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_vmap_register_multiple_times_2, test/test_custom_ops.py::TestCustomOpAPI::test_library_schema_infer, test/test_custom_ops.py::TestCustomOpAPI::test_manual_schema, test/test_custom_ops.py::TestCustomOpAPI::test_manual_schema_error, test/test_custom_ops.py::TestCustomOpAPI::test_multi_types, test/test_custom_ops.py::TestCustomOpAPI::test_mutated, test/test_custom_ops.py::TestCustomOpAPI::test_mutated_error, test/test_custom_ops.py::TestCustomOpAPI::test_mutated_unknown, test/test_custom_ops.py::TestCustomOpAPI::test_no_grad_skips_autograd, test/test_custom_ops.py::TestCustomOpAPI::test_overloading, test/test_custom_ops.py::TestCustomOpAPI::test_register_autograd_defaults, test/test_custom_ops.py::TestCustomOpAPI::test_register_autograd_error_cases, test/test_custom_ops.py::TestCustomOpAPI::test_register_autograd_kwargonly_low_level, test/test_custom_ops.py::TestCustomOpAPI::test_register_vmap_defaults, test/test_custom_ops.py::TestCustomOpAPI::test_register_vmap_kwargonly_low_level, test/test_custom_ops.py::TestCustomOpAPI::test_replacement, test/test_custom_ops.py::TestCustomOpAPI::test_set_kernel_enabled, test/test_custom_ops.py::TestCustomOpAPI::test_split_device, test/test_custom_ops.py::TestCustomOpAPI::test_supports_tensorlist, test/test_custom_ops.py::MiniOpTestOther::test_aot_dispatch_dynamic__test_nonzero_again, test/test_custom_ops.py::MiniOpTestOther::test_aot_dispatch_static__test_nonzero_again, test/test_custom_ops.py::MiniOpTestOther::test_autograd_registration__test_nonzero_again, test/test_custom_ops.py::MiniOpTestOther::test_faketensor__test_nonzero_again, test/test_custom_ops.py::MiniOpTestOther::test_nonzero_again, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_aten_mm, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_aten_nonzero, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_aten_sin_, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_mini_op_test_delayed_error, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_mini_op_test_incorrect_schema, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_mini_op_test_no_abstract, test/test_custom_ops.py::MiniOpTestOther::test_schema__test_nonzero_again, test/test_custom_ops.py::TestGenerateOpcheckTests::test_MiniOpTest, test/test_custom_ops.py::TestGenerateOpcheckTests::test_dont_generate_decorator, test/test_custom_ops.py::TestGenerateOpcheckTests::test_failures_dict_validation, test/test_custom_ops.py::TestGenerateOpcheckTests::test_generate_repro_no_save_data, test/test_custom_ops.py::TestGenerateOpcheckTests::test_generate_repro_save_data, test/test_custom_ops.py::TestGenerateOpcheckTests::test_is_inside_opcheck_mode, test/test_custom_ops.py::TestGenerateOpcheckTests::test_opcheck, test/test_custom_ops.py::TestGenerateOpcheckTests::test_opcheck_bad_op, test/test_custom_ops.py::TestGenerateOpcheckTests::test_opcheck_customopdef, test/test_custom_ops.py::TestGenerateOpcheckTests::test_opcheck_does_not_require_extra_deps, test/test_custom_ops.py::TestTypeConversion::test_mixed_types, test/test_custom_ops.py::TestTypeConversion::test_optional, test/test_custom_ops.py::TestTypeConversion::test_simple_tuple, test/test_custom_ops.py::TestTypeConversion::test_supported_types, test/test_custom_ops.py::TestOpProfiles::test_duplicate_registration_custom_op, test/test_custom_ops.py::TestOpProfiles::test_duplicate_registration_impl, test/test_custom_ops.py::TestOpProfiles::test_fake_registration, test/test_custom_ops.py::TestOpProfiles::test_save_to_file, test/test_custom_ops.py::TestOpProfiles::test_version, test/test_custom_ops.py::TestOpProfiles::test_yaml, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_aot_autograd_check_degenerate_cases_check_gradients_False_dynamic_False_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_aot_autograd_check_degenerate_cases_check_gradients_False_dynamic_True_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_aot_autograd_check_degenerate_cases_check_gradients_auto_dynamic_False_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_aot_autograd_check_degenerate_cases_check_gradients_auto_dynamic_True_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_assert_raises_regex_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_autograd_registered_at_backend_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_autograd_registration_check_autograd_kernel_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_autograd_registration_check_compositeimplicitautograd_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_autograd_registration_check_incorrect_composite_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_autograd_registration_check_incorrect_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_global_state_mutation_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_incorrect_abstract_impl_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_incorrect_schema_mutation_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_incorrect_schema_view_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_missing_abstract_impl_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_missing_functionalization_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_fails_basic_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpyCatCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpyCubeCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpyMulCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpyMulScalarCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpyNMSCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpyNonzeroCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpySortCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpySplitCopyCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpySplitCopyWithIntCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpyTakeCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpyViewCopyCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_unbacked_stride_cuda
2025-06-01T22:03:45.4183549Z 
2025-06-01T22:03:45.4183939Z Running inductor/test_debug_trace 1/1 ... [2025-06-01 22:03:45.392339]
2025-06-01T22:03:45.4184716Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:45.4186779Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_debug_trace.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:45.392909]
2025-06-01T22:03:45.8586526Z 
2025-06-01T22:03:45.8587962Z dynamo/test_dicts 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_dicts_1.1_d67b4d7129159525_.log
2025-06-01T22:03:45.8598700Z Running 49 items in this shard: test/dynamo/test_dicts.py::DictTests::test_builtin_ior_, test/dynamo/test_dicts.py::DictTests::test_builtin_or_with_diff_keys, test/dynamo/test_dicts.py::DictTests::test_builtin_or_with_invalid_types, test/dynamo/test_dicts.py::DictTests::test_builtin_or_with_same_keys, test/dynamo/test_dicts.py::DictTests::test_contains_dunder_dict, test/dynamo/test_dicts.py::DictTests::test_contains_module_dunder_dict, test/dynamo/test_dicts.py::DictTests::test_custom_iter_dict, test/dynamo/test_dicts.py::DictTests::test_custom_keys_iter_dict, test/dynamo/test_dicts.py::DictTests::test_dict_contains, test/dynamo/test_dicts.py::DictTests::test_dict_copy_alias, test/dynamo/test_dicts.py::DictTests::test_dict_guard_on_keys_order, test/dynamo/test_dicts.py::DictTests::test_dict_guard_on_keys_order2, test/dynamo/test_dicts.py::DictTests::test_dict_iter, test/dynamo/test_dicts.py::DictTests::test_dict_list_values, test/dynamo/test_dicts.py::DictTests::test_dict_mutation_side_effect, test/dynamo/test_dicts.py::DictTests::test_dict_namedtuple, test/dynamo/test_dicts.py::DictTests::test_dict_order_keys, test/dynamo/test_dicts.py::DictTests::test_dict_order_keys_modules, test/dynamo/test_dicts.py::DictTests::test_dict_order_keys_tensors, test/dynamo/test_dicts.py::DictTests::test_dict_reconstruct_keeps_original_order, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_contains, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_get_method, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_initialization_in_graph, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_instantiation, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_instantiation_return, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_local_mutation, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_local_with_non_dict_method, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_methods_fallback_mutation, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_methods_fallback_readonly, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_setitem, test/dynamo/test_dicts.py::DictTests::test_dict_tag_guard, test/dynamo/test_dicts.py::DictTests::test_empty_dict_recompilation, test/dynamo/test_dicts.py::DictTests::test_fn_id, test/dynamo/test_dicts.py::DictTests::test_items_type, test/dynamo/test_dicts.py::DictTests::test_lazy_key_guarding, test/dynamo/test_dicts.py::DictTests::test_lazy_key_non_const_guarding, test/dynamo/test_dicts.py::DictTests::test_mapping_proxy_existing, test/dynamo/test_dicts.py::DictTests::test_mapping_proxy_existing_local_mutation, test/dynamo/test_dicts.py::DictTests::test_mapping_proxy_existing_mutation, test/dynamo/test_dicts.py::DictTests::test_mapping_proxy_for_local, test/dynamo/test_dicts.py::DictTests::test_mapping_proxy_for_nonlocal, test/dynamo/test_dicts.py::DictTests::test_move_to_end, test/dynamo/test_dicts.py::DictTests::test_ordered_dict_reordered_keys, test/dynamo/test_dicts.py::DictTests::test_ordered_dict_subclass_reordered_keys, test/dynamo/test_dicts.py::DictTests::test_overridden_get_item, test/dynamo/test_dicts.py::DictTests::test_udf_dict_reconstruction, test/dynamo/test_dicts.py::DictTests::test_update_dunder_dict, test/dynamo/test_dicts.py::DictTests::test_update_module_dunder_dict, test/dynamo/test_dicts.py::DictTests::test_weakref_dict
2025-06-01T22:03:45.8608925Z 
2025-06-01T22:03:45.8609212Z Running export/test_tree_utils 1/1 ... [2025-06-01 22:03:45.858659]
2025-06-01T22:03:45.8610222Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:45.8611231Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_tree_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:45.858946]
2025-06-01T22:03:49.3826374Z 
2025-06-01T22:03:49.3827537Z export/test_tree_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_tree_utils_1.1_a54aae423b1746ea_.log
2025-06-01T22:03:49.3828829Z Running 2 items in this shard: test/export/test_tree_utils.py::TestTreeUtils::test_equivalence_check, test/export/test_tree_utils.py::TestTreeUtils::test_reorder_kwargs
2025-06-01T22:03:49.3829435Z 
2025-06-01T22:03:49.3829636Z Running dynamo/test_interop 1/1 ... [2025-06-01 22:03:49.382575]
2025-06-01T22:03:49.3830020Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:49.3830988Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_interop.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:49.382875]
2025-06-01T22:03:52.0724539Z 
2025-06-01T22:03:52.0726081Z inductor/test_debug_trace 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_debug_trace_1.1_f97c6f26b45c796a_.log
2025-06-01T22:03:52.0727601Z Running 3 items in this shard: test/inductor/test_debug_trace.py::TestDebugTrace::test_debug_multi_tempalte, test/inductor/test_debug_trace.py::TestDebugTrace::test_debug_printer_const, test/inductor/test_debug_trace.py::TestDebugTrace::test_debug_trace
2025-06-01T22:03:52.0728527Z 
2025-06-01T22:03:52.0728737Z Running torch_np/test_dtype 1/1 ... [2025-06-01 22:03:52.072311]
2025-06-01T22:03:52.0729104Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:52.0733652Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_dtype.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:52.072914]
2025-06-01T22:03:53.3562772Z 
2025-06-01T22:03:53.3564205Z dynamo/test_interop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_interop_1.1_db6c90d4284120e0_.log
2025-06-01T22:03:53.3566871Z Running 5 items in this shard: test/dynamo/test_interop.py::InteropTests::test_fx_fn, test/dynamo/test_interop.py::InteropTests::test_script_fn, test/dynamo/test_interop.py::InteropTests::test_staticmethod_script_fn, test/dynamo/test_interop.py::InteropTests::test_trace_fn, test/dynamo/test_interop.py::InteropTests::test_vmap_in_graph
2025-06-01T22:03:53.3568998Z 
2025-06-01T22:03:53.3569486Z Running export/test_export_training_ir_to_run_decomp 1/1 ... [2025-06-01 22:03:53.356169]
2025-06-01T22:03:53.3570305Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:53.3572475Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_training_ir_to_run_decomp.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:53.356822]
2025-06-01T22:03:55.6452818Z 
2025-06-01T22:03:55.6454130Z torch_np/test_dtype 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_dtype_1.1_1ae8e66830b24fc1_.log
2025-06-01T22:03:55.6478594Z Running 44 items in this shard: test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'bool_', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'complex128', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'complex64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'float16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'float32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'float64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'int16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'int32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'int64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'int8', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'uint16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'uint32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'uint64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'uint8', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_bool, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'bool_', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'complex128', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'complex64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'float16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'float32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'float64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'int16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'int32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'int64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'int8', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'uint16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'uint32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'uint64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'uint8', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.bool_, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.complex128, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.complex64, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.dtype('bool'), test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.float16, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.float32, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.float64, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.int16, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.int32, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.int64, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.int8, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.uint16, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.uint32, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.uint64, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.uint8
2025-06-01T22:03:55.6502517Z 
2025-06-01T22:03:55.6502941Z Running inductor/test_extension_backend 1/1 ... [2025-06-01 22:03:55.644824]
2025-06-01T22:03:55.6503754Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:03:55.6505700Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_extension_backend.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:03:55.645164]
2025-06-01T22:04:01.1886172Z 
2025-06-01T22:04:01.1887830Z export/test_export_training_ir_to_run_decomp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_training_ir_to_run_decomp_1.1_31483bd3cb8453f2_.log
2025-06-01T22:04:01.2549624Z Running 760 items in this shard: test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_assume_static_by_default_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_constraints_error_not_in_range_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_constraints_error_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_inline_constraints_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_slice_maxsize_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_slice_unbacked_dim1_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_strict_narrow_unbacked_expr_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_reshape_view_backed_size_oblivious_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_assume_static_by_default_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_constraints_error_not_in_range_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_constraints_error_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_inline_constraints_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_slice_maxsize_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_slice_unbacked_dim1_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_strict_narrow_unbacked_expr_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_reshape_view_backed_size_oblivious_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test__scaled_dot_product_flash_attention_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_additional_inputs_constants_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_allow_explicit_guards_as_runtime_asserts_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_args_type_checked_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_aten_lift_fresh_copy_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_attention_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_attr_assignment_extra_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_automatic_constrain_size_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_automatic_dynamic_shapes_constant_relation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_automatic_dynamic_shapes_linear_relation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_automatic_dynamic_shapes_simple_equality_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_basic_non_strict_fake_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_basic_non_strict_real_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_bincount_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_buffer_util_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_capture_subclass_constructor_torch_ir_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_capture_subclass_constructor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_capture_subclass_wrong_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_check_specialized_int_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_checks_to_constrain_range_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cleanup_dynamic_markers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_colin_unbacked_backed_vr_sub_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_colon_parameter_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_compiling_state_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_branches_return_constant_int_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_branches_return_same_int_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_buffers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_contains_unbacked_no_escape_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_int_closure_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_unflatten_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_with_module_stack_export_with_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_with_module_stack_export_with_unflatten_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_aliasing_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_input_naming_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_no_user_inp_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_output_dup_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_output_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_requires_grad_const_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_return_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_tensor_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_tensor_with_non_functional_nested_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_tensor_with_non_functional_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constrain_decomp_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constrain_size_in_eager_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constrain_size_with_constrain_value_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constrain_size_with_various_cases_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_conv_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_crop_like_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cse_for_symint_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_op_auto_functionalize_pre_dispatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_op_auto_functionalize_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_op_auto_warn_pre_dispatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_op_preserve_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_pytree_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_tag_metadata_re_export_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_decomp_batch_norm_functional_predispatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_decomp_item_in_prim_after_decomposition_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_decomp_item_in_prim_before_decomposition_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_default_decomposition_core_cia_ops_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_1_2_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_integer_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_nested_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_out_of_order_repeat_derived_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_out_of_order_simplified_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_out_of_order_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_repeat_derived_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_gpu_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_mutation_float_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_static_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_1_2_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_auto_and_dim_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_dynamic_divisibility_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_dynamic_specialization_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_hint_range_violations_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_hint_ranges_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_disable_forced_specializations_errors_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_disable_forced_specializations_ok_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_distributed_all_gather_into_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_distributed_all_gather_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_distributed_all_reduce_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_distributed_all_to_all_single_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_distributed_reduce_scatter_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dont_duck_size_for_auto_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_double_lifted_constants_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_checks_aliasing_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_checks_mutation_list_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_checks_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_checks_mutation_with_nan_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_fake_kernel_inference_errors_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_infers_fake_kernel_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_duplicate_modules_with_non_persistent_buffers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_lr_shift_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_builder_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_builder_kwargs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_builder_pytree_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_dataclass_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_inferred_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_serdes_generic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_serdes_user_errors_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_serdes_various_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_spec_with_pytree_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_sym_round_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_ends_of_bounds_oblivious_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_error_does_not_reference_eager_fallback_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_error_when_passing_mutating_primitive_op_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_api_with_dynamic_shapes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_as_backend_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_associative_scan_lifted_buffers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_associative_scan_symbol_dim_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_associative_scan_symbol_scandim_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_cond_symbool_pred_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_cond_warns_constant_pred_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_decomp_table_basic_pop_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_decomp_table_container_methods_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_op_lib_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_triton_kernel_mutable_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_triton_kernel_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_decomp_torture_case_1_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_decomp_torture_case_2_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_decomps_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_decomps_simple_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_dynamo_config_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_run_decomp_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_with_container_type_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_with_dynamic_shapes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_with_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_with_state_dict_hooks_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_default_kwargs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_keyword_only_args_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_kwargs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_pytree_kwargs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_var_keyword_args_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_var_keyword_pytree_args_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_var_postional_args_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_function_schema_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_graph_with_no_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_input_mutation_bug_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_input_mutation_dynamic_shape_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_input_mutation_static_shape_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_linear_preserve_dynamic_shape_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_max_nonstrict_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_max_onnx_reported_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_method_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_mod_constraints_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_preserve_linear_at_aot_level_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_preserve_linear_but_not_custom_op_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_scan_pytree_output_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_script_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_statically_known_true_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_then_compile_tensor_ctor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_autocast_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_fake_tensor_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_inline_constraints_complex_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_inline_constraints_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_set_grad_enabled_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_wrong_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_external_call_non_strict_real_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_fake_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_fake_weights_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_float_conversion_from_int_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_float_conversion_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_fqn_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_full_on_scalar_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_hints_wrapper_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_hoo_inline_users_issue_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_if_functional_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_if_post_autograd_op_preserved_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_int_shape_specialization_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_intermediate_shape_comp_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_is_exporting_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_is_non_negative_check_function_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_is_nonzero_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_isnonzero_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_issue_113041_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_istft_op_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_keep_composite_ops_invalid_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_keep_composite_ops_linear_convd_for_training_ir_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_keep_composite_ops_linear_convd_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_kwarg_dynamic_shapes_diff_order_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_kwargs_reorder_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_layer_sharing_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_lazy_module_kwargs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_lifted_constants_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_linear_conv_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_malformed_fqn_from_source_name_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_map_buffers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_map_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_mask_nonzero_static_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_masked_select_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_math_pow_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_mismatched_dynamic_shapes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_mixed_input_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_dict_key_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_input_subclasses_parameterization_nested_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_input_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_list_slice_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_with_dict_container_inp_out_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_modules_access_for_deleted_submodule_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_multidimensional_slicing_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_multinomial_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_multiple_definitions_same_name_dim_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_dynamic_shapes_spec_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_module_with_constant_buffer_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_module_with_init_buffer_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_module_with_parameter_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nn_module_stack_shared_submodule_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nn_module_stack_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_check_is_size_error_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_suggested_fixes_for_data_dependent_errors_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_tensor_computation_2_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_tensor_computation_3_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_tensor_computation_4_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_tensor_computation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_arg_name_dynamic_shapes_api_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_persistent_buffer_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_strict_dynamic_shapes_suggested_fixes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_strict_dynamic_shapes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_none_buffers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nonstrict_retrace_preserves_metadata_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nonzero_2_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nonzero_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_not_registered_parameter_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_operator_aten_tensor_mode_variant_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_output_node_name_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_pad_sequence_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_param_util_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_partial_patched_forward_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_placeholder_naming_collisions_hoo_subgraphs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_placeholder_naming_collisions_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_placeholder_naming_order_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_placeholder_naming_order_variadic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_placeholder_update_preserving_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_predispatch_cond_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_predispatch_grad_wrappers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_preserve_module_call_signature_unflatten_specialization_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_preserve_requires_grad_placeholders_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_preserve_shape_dynamism_for_unused_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_profiling_code_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_python_asserts_with_sym_int_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_pytree_register_data_class_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_pytree_register_nested_data_class_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_range_constraints_with_replacement_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_alias_dtype_mismatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_bool_cast_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_errors_on_aliasing_custom_op_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_for_max_op_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_size_mismatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_redundant_assert_max_upper_bound_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_redundant_asserts_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_refine_dynamic_shapes_from_suggested_fixes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_register_constant_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_replace_unbacked_with_very_large_upperbound_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_replaced_unbacked_bindings_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_reshape_view_helper_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_retracable_ep_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_retrace_pre_autograd_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_run_decomposition_supports_user_input_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_run_decompositions_keep_metadata_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_run_decompositions_keep_tensor_constant_metadata_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_runtime_assert_for_prim_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_runtime_assert_for_prm_str_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_runtime_assert_with_size_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_sequential_slicing_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_set_example_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_set_grad_empty_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_set_grad_unflatten_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_setgrad_lifted_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_shared_submodule_nn_module_stack_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_simple_export_for_training_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_simple_unbacked_view_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_size_input_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_slice_nn_module_stack_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_solver_unsupported_sympy_function_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_specialize_derived_dim_roots_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_split_const_gm_with_lifted_constants_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_stack_trace_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_state_primitives_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_state_shape_attribute_assignment_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_state_tensors_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_static_dim_constraints_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclass_nested_attr_access_complicated_metadata_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclass_nested_attr_access_const_metadata_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclass_nested_attr_access_submodule_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclass_nested_attr_access_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclasses_parameterization_nested_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclasses_parameterization_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggest_torch_checks_with_non_negative_check_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggest_torch_checks_with_regular_check_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggested_fixes_for_data_dependent_errors_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggested_fixes_new_roots_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_sym_float_operators_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_sym_or_sym_and_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_sym_sqrt_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symbool_item_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symfloat_item_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_input_additional_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_input_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_input_ranges_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_input_shapes_collection_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_input_specialization_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_item_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_output_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_tensor_return_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_tensor_attribute_zero_args_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_tensor_constant_aten_to_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_tensor_constant_with_wrapped_method_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_to_module_with_mutated_buffer_multiple_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_to_module_with_mutated_buffer_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_tolist_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_torch_check_eq_commutativity_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_torch_fn_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_trace_under_fake_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_train_eval_on_exported_preautograd_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_bincount_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_bindings_for_divisible_u_symint_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_deferred_runtime_retrace_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_expand_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_infer_size_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_kth_value_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_pad_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_scalar_constructor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_slice_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_to_cond_passthrough_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_to_cond_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_unsqueeze_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_asserts_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_buffer_update_child2parent_swap_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_isinstance_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_multiple_graphs_dispatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_multiple_graphs_shared_submodule_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_multiple_graphs_state_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_no_unroll_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_placeholder_update_child2parent_swap_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_5_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_6_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_buf_8_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_const_preserving_3_1_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_const_preserving_3_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_4_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_6_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_9_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_preserving_4_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unused_aliases_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unused_constant_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_use_embedding_twice_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_user_input_and_buffer_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_while_loop_simple_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_wrapper_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test__scaled_dot_product_flash_attention_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_additional_inputs_constants_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_allow_explicit_guards_as_runtime_asserts_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_args_type_checked_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_aten_lift_fresh_copy_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_attention_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_attr_assignment_extra_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_automatic_constrain_size_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_automatic_dynamic_shapes_constant_relation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_automatic_dynamic_shapes_linear_relation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_automatic_dynamic_shapes_simple_equality_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_basic_non_strict_fake_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_basic_non_strict_real_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_bincount_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_buffer_util_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_capture_subclass_constructor_torch_ir_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_capture_subclass_constructor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_capture_subclass_wrong_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_check_specialized_int_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_checks_to_constrain_range_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cleanup_dynamic_markers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_colin_unbacked_backed_vr_sub_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_colon_parameter_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_compiling_state_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_branches_return_constant_int_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_branches_return_same_int_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_buffers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_contains_unbacked_no_escape_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_int_closure_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_unflatten_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_with_module_stack_export_with_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_with_module_stack_export_with_unflatten_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_aliasing_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_input_naming_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_no_user_inp_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_output_dup_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_output_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_requires_grad_const_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_return_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_tensor_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_tensor_with_non_functional_nested_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_tensor_with_non_functional_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constrain_decomp_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constrain_size_in_eager_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constrain_size_with_constrain_value_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constrain_size_with_various_cases_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_conv_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_crop_like_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cse_for_symint_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_op_auto_functionalize_pre_dispatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_op_auto_functionalize_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_op_auto_warn_pre_dispatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_op_preserve_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_pytree_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_tag_metadata_re_export_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_decomp_batch_norm_functional_predispatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_decomp_item_in_prim_after_decomposition_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_decomp_item_in_prim_before_decomposition_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_default_decomposition_core_cia_ops_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_1_2_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_integer_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_nested_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_out_of_order_repeat_derived_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_out_of_order_simplified_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_out_of_order_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_repeat_derived_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_gpu_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_mutation_float_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_static_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_1_2_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_auto_and_dim_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_dynamic_divisibility_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_dynamic_specialization_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_hint_range_violations_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_hint_ranges_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_disable_forced_specializations_errors_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_disable_forced_specializations_ok_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_distributed_all_gather_into_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_distributed_all_gather_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_distributed_all_reduce_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_distributed_all_to_all_single_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_distributed_reduce_scatter_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dont_duck_size_for_auto_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_double_lifted_constants_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_checks_aliasing_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_checks_mutation_list_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_checks_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_checks_mutation_with_nan_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_fake_kernel_inference_errors_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_infers_fake_kernel_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_duplicate_modules_with_non_persistent_buffers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_lr_shift_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_builder_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_builder_kwargs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_builder_pytree_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_dataclass_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_inferred_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_serdes_generic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_serdes_user_errors_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_serdes_various_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_spec_with_pytree_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_sym_round_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_ends_of_bounds_oblivious_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_error_does_not_reference_eager_fallback_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_error_when_passing_mutating_primitive_op_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_api_with_dynamic_shapes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_as_backend_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_associative_scan_lifted_buffers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_associative_scan_symbol_dim_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_associative_scan_symbol_scandim_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_cond_symbool_pred_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_cond_warns_constant_pred_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_decomp_table_basic_pop_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_decomp_table_container_methods_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_op_lib_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_triton_kernel_mutable_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_triton_kernel_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_decomp_torture_case_1_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_decomp_torture_case_2_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_decomps_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_decomps_simple_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_dynamo_config_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_run_decomp_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_with_container_type_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_with_dynamic_shapes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_with_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_with_state_dict_hooks_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_default_kwargs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_keyword_only_args_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_kwargs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_pytree_kwargs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_var_keyword_args_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_var_keyword_pytree_args_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_var_postional_args_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_function_schema_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_graph_with_no_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_input_mutation_bug_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_input_mutation_dynamic_shape_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_input_mutation_static_shape_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_linear_preserve_dynamic_shape_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_max_nonstrict_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_max_onnx_reported_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_method_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_mod_constraints_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_module_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_preserve_linear_at_aot_level_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_preserve_linear_but_not_custom_op_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_scan_pytree_output_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_script_module_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_statically_known_true_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_then_compile_tensor_ctor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_autocast_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_fake_tensor_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_inline_constraints_complex_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_inline_constraints_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_set_grad_enabled_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_wrong_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_external_call_non_strict_real_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_fake_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_fake_weights_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_float_conversion_from_int_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_float_conversion_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_fqn_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_full_on_scalar_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_hints_wrapper_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_hoo_inline_users_issue_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_if_functional_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_if_post_autograd_op_preserved_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_int_shape_specialization_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_intermediate_shape_comp_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_is_exporting_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_is_non_negative_check_function_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_is_nonzero_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_isnonzero_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_issue_113041_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_istft_op_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_keep_composite_ops_invalid_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_keep_composite_ops_linear_convd_for_training_ir_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_keep_composite_ops_linear_convd_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_kwarg_dynamic_shapes_diff_order_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_kwargs_reorder_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_layer_sharing_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_lazy_module_kwargs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_lifted_constants_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_linear_conv_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_malformed_fqn_from_source_name_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_map_buffers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_map_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_mask_nonzero_static_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_masked_select_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_math_pow_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_mismatched_dynamic_shapes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_mixed_input_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_dict_key_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_input_subclasses_parameterization_nested_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_input_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_list_slice_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_with_dict_container_inp_out_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_modules_access_for_deleted_submodule_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_multidimensional_slicing_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_multinomial_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_multiple_definitions_same_name_dim_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_dynamic_shapes_spec_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_module_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_module_with_constant_buffer_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_module_with_init_buffer_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_module_with_parameter_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nn_module_stack_shared_submodule_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nn_module_stack_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_check_is_size_error_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_suggested_fixes_for_data_dependent_errors_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_tensor_computation_2_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_tensor_computation_3_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_tensor_computation_4_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_tensor_computation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_persistent_buffer_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_strict_dynamic_shapes_suggested_fixes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_strict_dynamic_shapes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_none_buffers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nonstrict_retrace_preserves_metadata_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nonzero_2_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nonzero_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_not_registered_parameter_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_operator_aten_tensor_mode_variant_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_output_node_name_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_pad_sequence_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_param_util_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_partial_patched_forward_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_placeholder_naming_collisions_hoo_subgraphs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_placeholder_naming_collisions_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_placeholder_naming_order_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_placeholder_naming_order_variadic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_placeholder_update_preserving_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_predispatch_cond_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_predispatch_grad_wrappers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_preserve_module_call_signature_unflatten_specialization_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_preserve_requires_grad_placeholders_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_preserve_shape_dynamism_for_unused_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_profiling_code_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_python_asserts_with_sym_int_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_pytree_register_data_class_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_pytree_register_nested_data_class_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_range_constraints_with_replacement_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_alias_dtype_mismatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_bool_cast_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_errors_on_aliasing_custom_op_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_for_max_op_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_size_mismatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_redundant_assert_max_upper_bound_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_redundant_asserts_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_refine_dynamic_shapes_from_suggested_fixes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_register_constant_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_replace_unbacked_with_very_large_upperbound_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_replaced_unbacked_bindings_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_reshape_view_helper_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_retracable_ep_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_retrace_pre_autograd_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_run_decomposition_supports_user_input_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_run_decompositions_keep_metadata_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_run_decompositions_keep_tensor_constant_metadata_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_runtime_assert_for_prim_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_runtime_assert_for_prm_str_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_runtime_assert_with_size_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_sequential_slicing_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_set_example_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_set_grad_empty_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_set_grad_unflatten_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_setgrad_lifted_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_shared_submodule_nn_module_stack_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_simple_export_for_training_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_simple_unbacked_view_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_size_input_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_slice_nn_module_stack_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_solver_unsupported_sympy_function_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_specialize_derived_dim_roots_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_split_const_gm_with_lifted_constants_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_stack_trace_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_state_primitives_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_state_shape_attribute_assignment_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_state_tensors_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_static_dim_constraints_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclass_nested_attr_access_complicated_metadata_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclass_nested_attr_access_const_metadata_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclass_nested_attr_access_submodule_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclass_nested_attr_access_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclasses_parameterization_nested_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclasses_parameterization_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggest_torch_checks_with_non_negative_check_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggest_torch_checks_with_regular_check_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggested_fixes_new_roots_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_sym_float_operators_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_sym_or_sym_and_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_sym_sqrt_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symbool_item_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symfloat_item_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_input_additional_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_input_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_input_ranges_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_input_shapes_collection_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_input_specialization_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_item_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_output_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_tensor_return_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_tensor_attribute_zero_args_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_tensor_constant_aten_to_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_tensor_constant_with_wrapped_method_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_to_module_with_mutated_buffer_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_tolist_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_torch_check_eq_commutativity_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_torch_fn_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_trace_under_fake_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_train_eval_on_exported_preautograd_module_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_bincount_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_bindings_for_divisible_u_symint_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_deferred_runtime_retrace_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_expand_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_infer_size_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_kth_value_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_pad_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_scalar_constructor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_slice_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_to_cond_passthrough_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_to_cond_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_unsqueeze_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_asserts_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_buffer_update_child2parent_swap_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_isinstance_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_multiple_graphs_dispatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_multiple_graphs_shared_submodule_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_multiple_graphs_state_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_no_unroll_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_placeholder_update_child2parent_swap_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_5_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_6_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_buf_8_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_1_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_4_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_6_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_9_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_preserving_4_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unused_aliases_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unused_constant_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_use_embedding_twice_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_user_input_and_buffer_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_while_loop_simple_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_wrapper_module_training_ir_to_decomp_nonstrict
2025-06-01T22:04:01.2896082Z 
2025-06-01T22:04:01.2896210Z Running test_license 1/1 ... [2025-06-01 22:04:01.190924]
2025-06-01T22:04:01.2896606Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:01.2897420Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_license.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:01.191471]
2025-06-01T22:04:04.7159902Z 
2025-06-01T22:04:04.7161438Z test_license 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_license_1.1_535a26dac9127885_.log
2025-06-01T22:04:04.7163413Z Running 2 items in this shard: test/test_license.py::TestLicense::test_distinfo_license, test/test_license.py::TestLicense::test_license_for_wheel
2025-06-01T22:04:04.7164463Z 
2025-06-01T22:04:04.7164887Z Running inductor/test_memory_planning 1/1 ... [2025-06-01 22:04:04.715780]
2025-06-01T22:04:04.7165710Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:04.7167728Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_memory_planning.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:04.716357]
2025-06-01T22:04:11.0554707Z 
2025-06-01T22:04:11.0555981Z inductor/test_memory_planning 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_memory_planning_1.1_fe0c727764e90ba7_.log
2025-06-01T22:04:11.0559728Z Running 3 items in this shard: test/inductor/test_memory_planning.py::TestMemoryPlanning::test_aoti, test/inductor/test_memory_planning.py::TestMemoryPlanning::test_cpp_wrapper, test/inductor/test_memory_planning.py::TestMemoryPlanning::test_python_wrapper
2025-06-01T22:04:11.0561286Z 
2025-06-01T22:04:11.0561670Z Running inductor/test_minifier_utils 1/1 ... [2025-06-01 22:04:11.055427]
2025-06-01T22:04:11.0562833Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:11.0564938Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_minifier_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:11.056064]
2025-06-01T22:04:14.7805874Z 
2025-06-01T22:04:14.7807149Z inductor/test_minifier_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_minifier_utils_1.1_c75e0a2b03d8a6f7_.log
2025-06-01T22:04:14.7809760Z Running 3 items in this shard: test/inductor/test_minifier_utils.py::MinifierUtilsTests::test_convert_module_to_string, test/inductor/test_minifier_utils.py::MinifierUtilsTests::test_invalid_output, test/inductor/test_minifier_utils.py::MinifierUtilsTests::test_non_exportable
2025-06-01T22:04:14.7811388Z 
2025-06-01T22:04:14.7811691Z Running dynamo/test_frame_init 1/1 ... [2025-06-01 22:04:14.779988]
2025-06-01T22:04:14.7812330Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:14.7813881Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_frame_init.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:14.780286]
2025-06-01T22:04:18.3041941Z 
2025-06-01T22:04:18.3043517Z dynamo/test_frame_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_frame_init_1.1_b7b4941098ea0a84_.log
2025-06-01T22:04:18.3045398Z Running 1 items in this shard: test/dynamo/test_frame_init.py::FrameInitTests::test_frame_init
2025-06-01T22:04:18.3046268Z 
2025-06-01T22:04:18.3046802Z Running higher_order_ops/test_with_effects 1/1 ... [2025-06-01 22:04:18.303691]
2025-06-01T22:04:18.3047769Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:18.3050950Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_with_effects.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:18.304052]
2025-06-01T22:04:21.2606886Z 
2025-06-01T22:04:21.2608726Z inductor/test_extension_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_extension_backend_1.1_17be2f4a683021b2_.log
2025-06-01T22:04:21.2611226Z Running 1 items in this shard: test/inductor/test_extension_backend.py::ExtensionBackendTests::test_open_device_registration
2025-06-01T22:04:21.2612305Z 
2025-06-01T22:04:21.2612638Z Running export/test_serdes 1/1 ... [2025-06-01 22:04:21.259895]
2025-06-01T22:04:21.2613397Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:21.2615254Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_serdes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:21.260240]
2025-06-01T22:04:29.1909826Z 
2025-06-01T22:04:29.1911279Z export/test_serdes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_serdes_1.1_d6e8799a7a528ec3_.log
2025-06-01T22:04:29.2447401Z Running 760 items in this shard: test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_assume_static_by_default_serdes_strict, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_constraints_error_not_in_range_serdes_strict, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_constraints_error_serdes_strict, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_inline_constraints_serdes_strict, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_slice_maxsize_serdes_strict, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_slice_unbacked_dim1_serdes_strict, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_strict_narrow_unbacked_expr_serdes_strict, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_reshape_view_backed_size_oblivious_serdes_strict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_export_assume_static_by_default_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_export_constraints_error_not_in_range_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_export_constraints_error_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_export_inline_constraints_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_export_slice_maxsize_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_export_slice_unbacked_dim1_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_export_strict_narrow_unbacked_expr_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_reshape_view_backed_size_oblivious_serdes_nonstrict, test/export/test_serdes.py::SerDesExportTestExport::test__scaled_dot_product_flash_attention_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_additional_inputs_constants_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_allow_explicit_guards_as_runtime_asserts_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_args_type_checked_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_aten_lift_fresh_copy_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_attention_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_attr_assignment_extra_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_automatic_constrain_size_serdes_strict, 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test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_predispatch_cond_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_predispatch_grad_wrappers_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_preserve_module_call_signature_unflatten_specialization_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_preserve_requires_grad_placeholders_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_preserve_shape_dynamism_for_unused_inputs_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_profiling_code_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_python_asserts_with_sym_int_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_pytree_register_data_class_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_pytree_register_nested_data_class_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_range_constraints_with_replacement_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_real_tensor_alias_dtype_mismatch_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_real_tensor_bool_cast_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_real_tensor_errors_on_aliasing_custom_op_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_real_tensor_for_max_op_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_real_tensor_size_mismatch_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_redundant_assert_max_upper_bound_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_redundant_asserts_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_refine_dynamic_shapes_from_suggested_fixes_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_register_constant_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_replace_unbacked_with_very_large_upperbound_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_replaced_unbacked_bindings_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_reshape_view_helper_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_retracable_ep_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_retrace_pre_autograd_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_run_decomposition_supports_user_input_mutation_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_run_decompositions_keep_metadata_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_run_decompositions_keep_tensor_constant_metadata_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_runtime_assert_for_prim_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_runtime_assert_for_prm_str_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_runtime_assert_with_size_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_sequential_slicing_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_set_example_inputs_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_set_grad_empty_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_set_grad_unflatten_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_setgrad_lifted_tensor_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_shared_submodule_nn_module_stack_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_simple_export_for_training_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_simple_unbacked_view_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_size_input_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_slice_nn_module_stack_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_solver_unsupported_sympy_function_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_specialize_derived_dim_roots_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_split_const_gm_with_lifted_constants_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_stack_trace_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_state_primitives_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_state_shape_attribute_assignment_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_state_tensors_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_static_dim_constraints_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_subclass_nested_attr_access_complicated_metadata_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_subclass_nested_attr_access_const_metadata_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_subclass_nested_attr_access_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_subclass_nested_attr_access_submodule_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_subclasses_parameterization_nested_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_subclasses_parameterization_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_suggest_torch_checks_with_non_negative_check_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_suggest_torch_checks_with_regular_check_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_basic_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_suggested_fixes_new_roots_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_sym_float_operators_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_sym_or_sym_and_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_sym_sqrt_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symbool_item_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symfloat_item_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_input_additional_inputs_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_input_basic_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_input_ranges_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_input_shapes_collection_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_input_specialization_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_item_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_output_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_tensor_return_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_tensor_attribute_zero_args_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_tensor_constant_aten_to_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_tensor_constant_with_wrapped_method_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_to_module_with_mutated_buffer_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_tolist_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_torch_check_eq_commutativity_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_torch_fn_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_trace_under_fake_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_train_eval_on_exported_preautograd_module_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_bincount_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_bindings_for_divisible_u_symint_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_deferred_runtime_retrace_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_expand_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_infer_size_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_kth_value_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_pad_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_scalar_constructor_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_slice_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_to_cond_passthrough_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_to_cond_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_unsqueeze_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_asserts_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_buffer_update_child2parent_swap_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_isinstance_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_multiple_graphs_dispatch_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_multiple_graphs_shared_submodule_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_multiple_graphs_state_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_no_unroll_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_placeholder_update_child2parent_swap_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_5_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_6_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_buf_8_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_1_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_4_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_6_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_9_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_preserving_4_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unused_aliases_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unused_constant_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_use_embedding_twice_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_user_input_and_buffer_mutation_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_while_loop_simple_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_wrapper_module_serdes_nonstrict
2025-06-01T22:04:29.2691773Z 
2025-06-01T22:04:29.2691931Z Running dynamo/test_modules 1/1 ... [2025-06-01 22:04:29.192912]
2025-06-01T22:04:29.2692331Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:29.2693167Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_modules.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:29.193484]
2025-06-01T22:04:35.0532773Z 
2025-06-01T22:04:35.0533895Z higher_order_ops/test_with_effects 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_with_effects_1.1_a953866858b20df2_.log
2025-06-01T22:04:35.0539828Z Running 18 items in this shard: test/higher_order_ops/test_with_effects.py::TestWithEffects::test_alias_op, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_compile_aot_eager, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_compile_aot_eager_requires_grad, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_compile_inductor, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_compile_inductor_external_op_return_none, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effectful_custom_op_with_subclasses, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effectful_op_in_backward, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effects_and_aliased_outputs, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effects_and_input_mutation_is_output, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effects_and_input_mutation_return, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effects_and_input_output_view_simple, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_print, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_print_with_buffer_mutations, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_print_with_input_mutations, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_register_effectful_custom_op, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_regular_effectful_op_in_forward_and_backward, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_regular_effectful_op_only_in_backward, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_torchbind_custom_op
2025-06-01T22:04:35.0546281Z 
2025-06-01T22:04:35.0546470Z Running inductor/test_b2b_gemm 1/1 ... [2025-06-01 22:04:35.053162]
2025-06-01T22:04:35.0546862Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:35.0547819Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_b2b_gemm.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:35.053506]
2025-06-01T22:04:36.2736347Z 
2025-06-01T22:04:36.2737441Z dynamo/test_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_modules_1.1_f75366fcf3bcfaf1_.log
2025-06-01T22:04:36.2764313Z Running 131 items in this shard: test/dynamo/test_modules.py::NNModuleTests::test_access_by_keys, test/dynamo/test_modules.py::NNModuleTests::test_basicmodule1, test/dynamo/test_modules.py::NNModuleTests::test_basicmodule2, test/dynamo/test_modules.py::NNModuleTests::test_call_fn_with_non_const_inputs_safe, test/dynamo/test_modules.py::NNModuleTests::test_cfgmod, test/dynamo/test_modules.py::NNModuleTests::test_children, test/dynamo/test_modules.py::NNModuleTests::test_constloop, test/dynamo/test_modules.py::NNModuleTests::test_conv_call_forward_directly, test/dynamo/test_modules.py::NNModuleTests::test_conv_call_super_forward_directly, test/dynamo/test_modules.py::NNModuleTests::test_conv_transpose_call_forward_directly, test/dynamo/test_modules.py::NNModuleTests::test_conv_transpose_call_super_forward_directly, test/dynamo/test_modules.py::NNModuleTests::test_densenet, test/dynamo/test_modules.py::NNModuleTests::test_enumvalues, test/dynamo/test_modules.py::NNModuleTests::test_fnmember, test/dynamo/test_modules.py::NNModuleTests::test_fnmembercmp1, test/dynamo/test_modules.py::NNModuleTests::test_fnmembercmp2, test/dynamo/test_modules.py::NNModuleTests::test_forward_directly, test/dynamo/test_modules.py::NNModuleTests::test_generation_tag, test/dynamo/test_modules.py::NNModuleTests::test_hasattr, test/dynamo/test_modules.py::NNModuleTests::test_inject_module_parameters, test/dynamo/test_modules.py::NNModuleTests::test_intarg, test/dynamo/test_modules.py::NNModuleTests::test_iseval1, test/dynamo/test_modules.py::NNModuleTests::test_iseval2, test/dynamo/test_modules.py::NNModuleTests::test_isnonelayer, test/dynamo/test_modules.py::NNModuleTests::test_istraining1, test/dynamo/test_modules.py::NNModuleTests::test_istraining2, test/dynamo/test_modules.py::NNModuleTests::test_layerlist, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module1, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module2, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module4, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module5, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module6, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module7, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module_kwargs, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module_no_cls_to_become, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module_speculation_log_divergence, test/dynamo/test_modules.py::NNModuleTests::test_module_attribute_precedence, test/dynamo/test_modules.py::NNModuleTests::test_module_call_module_with_static_forward, test/dynamo/test_modules.py::NNModuleTests::test_module_class_method, test/dynamo/test_modules.py::NNModuleTests::test_module_comparison, test/dynamo/test_modules.py::NNModuleTests::test_module_forward_has_graph_break, test/dynamo/test_modules.py::NNModuleTests::test_module_guard_name_is_valid, test/dynamo/test_modules.py::NNModuleTests::test_module_name_string, test/dynamo/test_modules.py::NNModuleTests::test_module_property, test/dynamo/test_modules.py::NNModuleTests::test_module_static_method, test/dynamo/test_modules.py::NNModuleTests::test_moduledict, test/dynamo/test_modules.py::NNModuleTests::test_moduledict_custom, test/dynamo/test_modules.py::NNModuleTests::test_modulelist, test/dynamo/test_modules.py::NNModuleTests::test_modulelist_custom, test/dynamo/test_modules.py::NNModuleTests::test_modulelist_nested, test/dynamo/test_modules.py::NNModuleTests::test_modulemethod1, test/dynamo/test_modules.py::NNModuleTests::test_modulemethod2, test/dynamo/test_modules.py::NNModuleTests::test_named_children, test/dynamo/test_modules.py::NNModuleTests::test_nn_module_setattr, test/dynamo/test_modules.py::NNModuleTests::test_nn_module_unspec_int_attr, test/dynamo/test_modules.py::NNModuleTests::test_nn_moduledict_contains, test/dynamo/test_modules.py::NNModuleTests::test_parameterdict, test/dynamo/test_modules.py::NNModuleTests::test_parameterdict_custom, test/dynamo/test_modules.py::NNModuleTests::test_parameters1, test/dynamo/test_modules.py::NNModuleTests::test_parameters2, test/dynamo/test_modules.py::NNModuleTests::test_parameters3, test/dynamo/test_modules.py::NNModuleTests::test_parameters4, test/dynamo/test_modules.py::NNModuleTests::test_parameters5, test/dynamo/test_modules.py::NNModuleTests::test_self_mutating1, test/dynamo/test_modules.py::NNModuleTests::test_seq, test/dynamo/test_modules.py::NNModuleTests::test_sequential_with_duplicated_module, test/dynamo/test_modules.py::NNModuleTests::test_sequential_with_duplicated_module2, test/dynamo/test_modules.py::NNModuleTests::test_simple_torch_function, test/dynamo/test_modules.py::NNModuleTests::test_stringmember, test/dynamo/test_modules.py::NNModuleTests::test_submodules1, test/dynamo/test_modules.py::NNModuleTests::test_submodules2, test/dynamo/test_modules.py::NNModuleTests::test_super1, test/dynamo/test_modules.py::NNModuleTests::test_super2, test/dynamo/test_modules.py::NNModuleTests::test_super_class_method, test/dynamo/test_modules.py::NNModuleTests::test_tensorlist, test/dynamo/test_modules.py::NNModuleTests::test_torch_function_with_closure, test/dynamo/test_modules.py::NNModuleTests::test_torch_mangled_class_name, test/dynamo/test_modules.py::NNModuleTests::test_unsupportedmethod, test/dynamo/test_modules.py::NNModuleTests::test_unsupportedmodule, test/dynamo/test_modules.py::NNModuleTests::test_viamodulecall, test/dynamo/test_modules.py::OptimizedModuleTest::test_assign_does_not_exist, test/dynamo/test_modules.py::OptimizedModuleTest::test_attr, test/dynamo/test_modules.py::OptimizedModuleTest::test_attr_precedence, test/dynamo/test_modules.py::OptimizedModuleTest::test_backward_hooks, test/dynamo/test_modules.py::OptimizedModuleTest::test_branch_on_nn_module_custom_bool, test/dynamo/test_modules.py::OptimizedModuleTest::test_branch_on_nn_module_custom_len, test/dynamo/test_modules.py::OptimizedModuleTest::test_buffer_order, test/dynamo/test_modules.py::OptimizedModuleTest::test_composition, test/dynamo/test_modules.py::OptimizedModuleTest::test_composition_with_opt_mod, test/dynamo/test_modules.py::OptimizedModuleTest::test_delattr_on_compiled_module, test/dynamo/test_modules.py::OptimizedModuleTest::test_dir, test/dynamo/test_modules.py::OptimizedModuleTest::test_dunder_call_explicitly, test/dynamo/test_modules.py::OptimizedModuleTest::test_globals_change_in_other_file, test/dynamo/test_modules.py::OptimizedModuleTest::test_guard_on_torch_nn_modules, test/dynamo/test_modules.py::OptimizedModuleTest::test_hooks_allowed_modules, test/dynamo/test_modules.py::OptimizedModuleTest::test_hooks_allowed_modules_compiles, test/dynamo/test_modules.py::OptimizedModuleTest::test_hooks_allowed_modules_compiles_self_contained, test/dynamo/test_modules.py::OptimizedModuleTest::test_hooks_inner, test/dynamo/test_modules.py::OptimizedModuleTest::test_hooks_outer, test/dynamo/test_modules.py::OptimizedModuleTest::test_hooks_skip_guards, test/dynamo/test_modules.py::OptimizedModuleTest::test_inline_inbuilt_nn_modules, test/dynamo/test_modules.py::OptimizedModuleTest::test_mark_static_nn_module_tensor, test/dynamo/test_modules.py::OptimizedModuleTest::test_mark_static_previously_seen_tensor, test/dynamo/test_modules.py::OptimizedModuleTest::test_mark_static_with_freezing, test/dynamo/test_modules.py::OptimizedModuleTest::test_module_dict_iter_keys, test/dynamo/test_modules.py::OptimizedModuleTest::test_module_dict_iter_name, test/dynamo/test_modules.py::OptimizedModuleTest::test_module_dict_iter_values, test/dynamo/test_modules.py::OptimizedModuleTest::test_module_order, test/dynamo/test_modules.py::OptimizedModuleTest::test_module_patch, test/dynamo/test_modules.py::OptimizedModuleTest::test_module_setattr, test/dynamo/test_modules.py::OptimizedModuleTest::test_monkeypatching_forward, test/dynamo/test_modules.py::OptimizedModuleTest::test_nn_module, test/dynamo/test_modules.py::OptimizedModuleTest::test_no_op_assignment, test/dynamo/test_modules.py::OptimizedModuleTest::test_no_recompile_on_nn_guarded_modules, test/dynamo/test_modules.py::OptimizedModuleTest::test_overridden_call, test/dynamo/test_modules.py::OptimizedModuleTest::test_param_order, test/dynamo/test_modules.py::OptimizedModuleTest::test_param_requires_grad, test/dynamo/test_modules.py::OptimizedModuleTest::test_patch_module, test/dynamo/test_modules.py::OptimizedModuleTest::test_recompile_limit_on_freed_module, test/dynamo/test_modules.py::OptimizedModuleTest::test_recompile_limit_on_guarded_nn_modules, test/dynamo/test_modules.py::OptimizedModuleTest::test_recursion, test/dynamo/test_modules.py::OptimizedModuleTest::test_save_and_load_all_backends, test/dynamo/test_modules.py::OptimizedModuleTest::test_save_and_load_inductor, test/dynamo/test_modules.py::OptimizedModuleTest::test_setattr_on_compiled_module, test/dynamo/test_modules.py::OptimizedModuleTest::test_to, test/dynamo/test_modules.py::OptimizedModuleTest::test_udo_instance_method_as_hook, test/dynamo/test_modules.py::OptimizedModuleTest::test_unhashable_nn_submodule, test/dynamo/test_modules.py::OptimizedModuleTest::test_unspec_non_inlinable_module, test/dynamo/test_modules.py::OptimizedModuleTest::test_unspecialized_seq, test/dynamo/test_modules.py::OptimizedModuleTest::test_user_defined_nn_module_dynamic, test/dynamo/test_modules.py::NNModuleTestsDeviceCUDA::test_lazy_module3_cuda
2025-06-01T22:04:36.2790547Z 
2025-06-01T22:04:36.2790698Z Running test_flop_counter 1/1 ... [2025-06-01 22:04:36.273540]
2025-06-01T22:04:36.2791001Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:36.2791765Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_flop_counter.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:36.273878]
2025-06-01T22:04:39.8971073Z 
2025-06-01T22:04:39.8971848Z test_flop_counter 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_flop_counter_1.1_9e1758604baa1e5b_.log
2025-06-01T22:04:39.8979472Z Running 22 items in this shard: test/test_flop_counter.py::TestFlopCounter::test_addmm_out, test/test_flop_counter.py::TestFlopCounter::test_autograd_op, test/test_flop_counter.py::TestFlopCounter::test_backward, test/test_flop_counter.py::TestFlopCounter::test_backward_reset, test/test_flop_counter.py::TestFlopCounter::test_conv_backwards_as_decomposition, test/test_flop_counter.py::TestFlopCounter::test_conv_transpose_loop, test/test_flop_counter.py::TestFlopCounter::test_convs, test/test_flop_counter.py::TestFlopCounter::test_custom, test/test_flop_counter.py::TestFlopCounter::test_custom_op, test/test_flop_counter.py::TestFlopCounter::test_flop_counter_variety, test/test_flop_counter.py::TestFlopCounter::test_hook_registration, test/test_flop_counter.py::TestFlopCounter::test_inference_mode, test/test_flop_counter.py::TestFlopCounter::test_module, test/test_flop_counter.py::TestFlopCounter::test_nested_attention_fake_tensors, test/test_flop_counter.py::TestFlopCounter::test_noop, test/test_flop_counter.py::TestFlopCounter::test_op, test/test_flop_counter.py::TestFlopCounter::test_pytrees, test/test_flop_counter.py::TestFlopCounter::test_scaled_mm, test/test_flop_counter.py::TestFlopCounter::test_sdpa, test/test_flop_counter.py::TestFlopCounter::test_sdpa_nested_tensor, test/test_flop_counter.py::TestFlopCounter::test_torchscript, test/test_flop_counter.py::TestFlopCounter::test_warning
2025-06-01T22:04:39.8985923Z 
2025-06-01T22:04:39.8986129Z Running test_expanded_weights 1/1 ... [2025-06-01 22:04:39.896558]
2025-06-01T22:04:39.8986513Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:39.8987456Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_expanded_weights.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:39.896914]
2025-06-01T22:04:41.4827787Z 
2025-06-01T22:04:41.4829787Z inductor/test_b2b_gemm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_b2b_gemm_1.1_720191a8da67dfa5_.log
2025-06-01T22:04:41.4831195Z Running 0 items in this shard:
2025-06-01T22:04:41.4831561Z 
2025-06-01T22:04:41.4831898Z Running test_mkldnn_verbose 1/1 ... [2025-06-01 22:04:41.482513]
2025-06-01T22:04:41.4832608Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:41.4835195Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkldnn_verbose.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:41.483103]
2025-06-01T22:04:44.9231260Z 
2025-06-01T22:04:44.9232066Z test_expanded_weights 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_expanded_weights_1.1_75cf6a6cf44152eb_.log
2025-06-01T22:04:44.9311570Z Running 220 items in this shard: test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_forward_helper_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_forward_helper_failure_args_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_set_grad_sample_if_exists_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_set_grad_sample_if_exists_failure_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_sum_over_all_but_batch_and_last_n_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_unpack_expanded_weight_or_tensor_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_unpack_expanded_weight_or_tensor_failure_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_unpack_expanded_weight_or_tensor_with_custom_function_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_cnn_model_mean_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_cnn_model_sum_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_embedding_model_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_error_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_complex128, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_complex32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_complex64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_complex128, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_complex32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_complex64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_complex128, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_complex32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_complex64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_embedding_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_embedding_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_embedding_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_embedding_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_group_norm_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_group_norm_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_group_norm_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_group_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_instance_norm_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_instance_norm_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_instance_norm_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_instance_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_layer_norm_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_layer_norm_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_layer_norm_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_layer_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_linear_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_linear_cuda_complex128, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_linear_cuda_complex64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_linear_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_linear_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_linear_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_mean_nn_functional_conv1d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_mean_nn_functional_conv2d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_mean_nn_functional_conv3d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_mean_nn_functional_embedding_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_mean_nn_functional_group_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_mean_nn_functional_instance_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_mean_nn_functional_layer_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_mean_nn_functional_linear_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_sum_nn_functional_conv1d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_sum_nn_functional_conv2d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_sum_nn_functional_conv3d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_sum_nn_functional_embedding_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_sum_nn_functional_group_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_sum_nn_functional_instance_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_sum_nn_functional_layer_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_sum_nn_functional_linear_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv1d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv2d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv3d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_embedding_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_group_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_instance_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_layer_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_linear_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_group_norm_error_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_group_norm_model_num_dim_1_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_group_norm_model_num_dim_2_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_group_norm_model_num_dim_3_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_instance_norm_model_num_dim_1_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_instance_norm_model_num_dim_2_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_instance_norm_model_num_dim_3_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_layer_norm_model_num_dim_1_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_layer_norm_model_num_dim_2_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_layer_norm_model_num_dim_3_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_unsupported_expand_weights_nn_functional_conv1d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_unsupported_expand_weights_nn_functional_conv2d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_unsupported_expand_weights_nn_functional_conv3d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_unsupported_expand_weights_nn_functional_embedding_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_unsupported_expand_weights_nn_functional_group_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_unsupported_expand_weights_nn_functional_instance_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_unsupported_expand_weights_nn_functional_layer_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_unsupported_expand_weights_nn_functional_linear_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_circular_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_circular_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_circular_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad1_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad1_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad1_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad1size1_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad1size1_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad1size1_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad2size1_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad2size1_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad2size1_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_reflect_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_reflect_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_reflect_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_replicate_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_replicate_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_replicate_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_stride_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_stride_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_stride_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_zero_batch_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_zero_batch_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_zero_batch_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_zeros_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_zeros_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_zeros_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_circular_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_circular_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_circular_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_dilated_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_dilated_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_dilated_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_no_bias_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_no_bias_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_no_bias_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_padding_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_padding_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_padding_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_reflect_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_reflect_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_reflect_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_replicate_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_replicate_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_replicate_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_strided_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_strided_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_strided_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_zero_batch_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_zero_batch_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_zero_batch_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_zeros_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_zeros_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_zeros_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_1x1x1_no_bias_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_1x1x1_no_bias_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_1x1x1_no_bias_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_circular_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_circular_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_circular_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_no_bias_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_no_bias_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_no_bias_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_replicate_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_replicate_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_replicate_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_stride_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_stride_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_stride_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_stride_padding_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_stride_padding_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_stride_padding_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_zero_batch_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_zero_batch_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_zero_batch_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_zeros_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_zeros_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_zeros_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Embedding_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Embedding_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Embedding_discontiguous_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Embedding_discontiguous_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Embedding_discontiguous_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Embedding_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_LayerNorm_3d_no_affine_large_feature_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_LayerNorm_3d_no_affine_large_feature_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_LayerNorm_3d_no_affine_large_feature_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_no_batch_dim_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_no_batch_dim_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_no_batch_dim_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_no_bias_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_no_bias_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_no_bias_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_GRU_eval_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_GRU_eval_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_GRU_train_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_GRU_train_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_LSTM_eval_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_LSTM_eval_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_LSTM_train_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_LSTM_train_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_RNN_eval_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_RNN_eval_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_RNN_train_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_RNN_train_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_per_sample_api_compute_batch_size_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_per_sample_api_compute_batch_size_not_pytreeable_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_per_sample_api_failing_cuda
2025-06-01T22:04:44.9382072Z 
2025-06-01T22:04:44.9382224Z Running export/test_export 1/1 ... [2025-06-01 22:04:44.923242]
2025-06-01T22:04:44.9382525Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:44.9383296Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:44.923530]
2025-06-01T22:04:45.0054229Z 
2025-06-01T22:04:45.0054886Z test_mkldnn_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_verbose_1.1_c68996b740db1ec8_.log
2025-06-01T22:04:45.0056026Z Running 2 items in this shard: test/test_mkldnn_verbose.py::TestMKLDNNVerbose::test_verbose_off, test/test_mkldnn_verbose.py::TestMKLDNNVerbose::test_verbose_on
2025-06-01T22:04:45.0056646Z 
2025-06-01T22:04:45.0056912Z Running inductor/test_move_constructors_to_cuda 1/1 ... [2025-06-01 22:04:45.005395]
2025-06-01T22:04:45.0057380Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:45.0060268Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_move_constructors_to_cuda.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:45.005711]
2025-06-01T22:04:51.8844640Z 
2025-06-01T22:04:51.8846678Z inductor/test_move_constructors_to_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_move_constructors_to_cuda_1.1_a7a586b50219a19a_.log
2025-06-01T22:04:51.8853396Z Running 7 items in this shard: test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_multi_gpu, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_multiple_constructors, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_no_gpu, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_non_convertable_op_failure, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_output_failure, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_sets_equiv, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_simple
2025-06-01T22:04:51.8856148Z 
2025-06-01T22:04:51.8856355Z Running test_pruning_op 1/1 ... [2025-06-01 22:04:51.884294]
2025-06-01T22:04:51.8856735Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:51.8857666Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_pruning_op.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:51.884888]
2025-06-01T22:04:54.5571180Z 
2025-06-01T22:04:54.5572633Z export/test_export 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_1.1_6bb4ca1a411ebe1c_.log
2025-06-01T22:04:54.5772605Z Running 400 items in this shard: test/export/test_export.py::TestDynamismExpression::test_export_assume_static_by_default, test/export/test_export.py::TestDynamismExpression::test_export_constraints_error, test/export/test_export.py::TestDynamismExpression::test_export_constraints_error_not_in_range, test/export/test_export.py::TestDynamismExpression::test_export_inline_constraints, test/export/test_export.py::TestDynamismExpression::test_export_slice_maxsize, test/export/test_export.py::TestDynamismExpression::test_export_slice_unbacked_dim1, test/export/test_export.py::TestDynamismExpression::test_export_strict_narrow_unbacked_expr, test/export/test_export.py::TestDynamismExpression::test_reshape_view_backed_size_oblivious, test/export/test_export.py::TestExport::test__scaled_dot_product_flash_attention, test/export/test_export.py::TestExport::test_additional_inputs_constants, test/export/test_export.py::TestExport::test_allow_explicit_guards_as_runtime_asserts, test/export/test_export.py::TestExport::test_args_type_checked, test/export/test_export.py::TestExport::test_aten_lift_fresh_copy, test/export/test_export.py::TestExport::test_attention, test/export/test_export.py::TestExport::test_attr_assignment_extra, test/export/test_export.py::TestExport::test_automatic_constrain_size, test/export/test_export.py::TestExport::test_automatic_dynamic_shapes_constant_relation, test/export/test_export.py::TestExport::test_automatic_dynamic_shapes_linear_relation, test/export/test_export.py::TestExport::test_automatic_dynamic_shapes_simple_equality, test/export/test_export.py::TestExport::test_basic, test/export/test_export.py::TestExport::test_basic_non_strict_fake_tensor, test/export/test_export.py::TestExport::test_basic_non_strict_real_tensor, test/export/test_export.py::TestExport::test_bincount, test/export/test_export.py::TestExport::test_buffer_util, test/export/test_export.py::TestExport::test_capture_subclass_constructor, test/export/test_export.py::TestExport::test_capture_subclass_constructor_torch_ir, test/export/test_export.py::TestExport::test_capture_subclass_wrong, test/export/test_export.py::TestExport::test_check_specialized_int, test/export/test_export.py::TestExport::test_checks_to_constrain_range, test/export/test_export.py::TestExport::test_cleanup_dynamic_markers, test/export/test_export.py::TestExport::test_colin_unbacked_backed_vr_sub, test/export/test_export.py::TestExport::test_colon_parameter, test/export/test_export.py::TestExport::test_compiling_state, test/export/test_export.py::TestExport::test_cond_branches_return_constant_int, test/export/test_export.py::TestExport::test_cond_branches_return_same_int, test/export/test_export.py::TestExport::test_cond_buffers, test/export/test_export.py::TestExport::test_cond_contains_unbacked_no_escape, test/export/test_export.py::TestExport::test_cond_int_closure, test/export/test_export.py::TestExport::test_cond_unflatten, test/export/test_export.py::TestExport::test_cond_with_module_stack_export_with, test/export/test_export.py::TestExport::test_cond_with_module_stack_export_with_unflatten, test/export/test_export.py::TestExport::test_constant_aliasing, test/export/test_export.py::TestExport::test_constant_input_naming, test/export/test_export.py::TestExport::test_constant_no_user_inp, test/export/test_export.py::TestExport::test_constant_output, test/export/test_export.py::TestExport::test_constant_output_dup, test/export/test_export.py::TestExport::test_constant_requires_grad_const, test/export/test_export.py::TestExport::test_constant_return, test/export/test_export.py::TestExport::test_constant_tensor_mutation, test/export/test_export.py::TestExport::test_constant_tensor_with_non_functional, test/export/test_export.py::TestExport::test_constant_tensor_with_non_functional_nested, test/export/test_export.py::TestExport::test_constrain_decomp, test/export/test_export.py::TestExport::test_constrain_size_in_eager, test/export/test_export.py::TestExport::test_constrain_size_with_constrain_value, test/export/test_export.py::TestExport::test_constrain_size_with_various_cases, test/export/test_export.py::TestExport::test_conv_dynamic, test/export/test_export.py::TestExport::test_crop_like, test/export/test_export.py::TestExport::test_cse_for_symint, test/export/test_export.py::TestExport::test_custom_op_auto_functionalize, test/export/test_export.py::TestExport::test_custom_op_auto_functionalize_pre_dispatch, test/export/test_export.py::TestExport::test_custom_op_auto_warn_pre_dispatch, test/export/test_export.py::TestExport::test_custom_op_preserve, test/export/test_export.py::TestExport::test_custom_pytree, test/export/test_export.py::TestExport::test_custom_tag_metadata_re_export, test/export/test_export.py::TestExport::test_decomp_batch_norm_functional_predispatch, test/export/test_export.py::TestExport::test_decomp_item_in_prim_after_decomposition, test/export/test_export.py::TestExport::test_decomp_item_in_prim_before_decomposition, test/export/test_export.py::TestExport::test_default_decomposition_core_cia_ops, test/export/test_export.py::TestExport::test_derived_dim_1_2, test/export/test_export.py::TestExport::test_derived_dim_basic, test/export/test_export.py::TestExport::test_derived_dim_integer, test/export/test_export.py::TestExport::test_derived_dim_nested, test/export/test_export.py::TestExport::test_derived_dim_out_of_order, test/export/test_export.py::TestExport::test_derived_dim_out_of_order_repeat_derived, test/export/test_export.py::TestExport::test_derived_dim_out_of_order_simplified, test/export/test_export.py::TestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived, test/export/test_export.py::TestExport::test_derived_dim_repeat_derived, test/export/test_export.py::TestExport::test_device_to_dynamic, test/export/test_export.py::TestExport::test_device_to_gpu, test/export/test_export.py::TestExport::test_device_to_mutation, test/export/test_export.py::TestExport::test_device_to_mutation_float, test/export/test_export.py::TestExport::test_device_to_static, test/export/test_export.py::TestExport::test_dim_1_2, test/export/test_export.py::TestExport::test_dim_auto_and_dim, test/export/test_export.py::TestExport::test_dim_dynamic, test/export/test_export.py::TestExport::test_dim_dynamic_divisibility, test/export/test_export.py::TestExport::test_dim_dynamic_specialization, test/export/test_export.py::TestExport::test_dim_hint_range_violations, test/export/test_export.py::TestExport::test_dim_hint_ranges, test/export/test_export.py::TestExport::test_disable_forced_specializations_errors, test/export/test_export.py::TestExport::test_disable_forced_specializations_ok, test/export/test_export.py::TestExport::test_distributed_all_gather, test/export/test_export.py::TestExport::test_distributed_all_gather_into_tensor, test/export/test_export.py::TestExport::test_distributed_all_reduce, test/export/test_export.py::TestExport::test_distributed_all_to_all_single, test/export/test_export.py::TestExport::test_distributed_reduce_scatter_tensor, test/export/test_export.py::TestExport::test_dont_duck_size_for_auto_dynamic, test/export/test_export.py::TestExport::test_double_lifted_constants, test/export/test_export.py::TestExport::test_draft_export_checks_aliasing, test/export/test_export.py::TestExport::test_draft_export_checks_mutation, test/export/test_export.py::TestExport::test_draft_export_checks_mutation_list, test/export/test_export.py::TestExport::test_draft_export_checks_mutation_with_nan, test/export/test_export.py::TestExport::test_draft_export_fake_kernel_inference_errors, test/export/test_export.py::TestExport::test_draft_export_infers_fake_kernel, test/export/test_export.py::TestExport::test_duplicate_modules_with_non_persistent_buffers, test/export/test_export.py::TestExport::test_dynamic_lr_shift, test/export/test_export.py::TestExport::test_dynamic_shapes_builder_basic, test/export/test_export.py::TestExport::test_dynamic_shapes_builder_kwargs, test/export/test_export.py::TestExport::test_dynamic_shapes_builder_pytree, test/export/test_export.py::TestExport::test_dynamic_shapes_dataclass, test/export/test_export.py::TestExport::test_dynamic_shapes_inferred_basic, test/export/test_export.py::TestExport::test_dynamic_shapes_serdes_generic, test/export/test_export.py::TestExport::test_dynamic_shapes_serdes_user_errors, test/export/test_export.py::TestExport::test_dynamic_shapes_serdes_various, test/export/test_export.py::TestExport::test_dynamic_shapes_spec_with_pytree, test/export/test_export.py::TestExport::test_dynamic_sym_round, test/export/test_export.py::TestExport::test_ends_of_bounds_oblivious, test/export/test_export.py::TestExport::test_error_does_not_reference_eager_fallback, test/export/test_export.py::TestExport::test_error_when_passing_mutating_primitive_op, test/export/test_export.py::TestExport::test_export_api_with_dynamic_shapes, test/export/test_export.py::TestExport::test_export_as_backend, test/export/test_export.py::TestExport::test_export_associative_scan_lifted_buffers, test/export/test_export.py::TestExport::test_export_associative_scan_symbol_dim, test/export/test_export.py::TestExport::test_export_associative_scan_symbol_scandim, test/export/test_export.py::TestExport::test_export_cond_preserve_torch_fn_for_subgraphs, test/export/test_export.py::TestExport::test_export_cond_symbool_pred, test/export/test_export.py::TestExport::test_export_cond_warns_constant_pred, test/export/test_export.py::TestExport::test_export_custom_decomp_table_basic_pop, test/export/test_export.py::TestExport::test_export_custom_decomp_table_container_methods, test/export/test_export.py::TestExport::test_export_custom_op_lib, test/export/test_export.py::TestExport::test_export_custom_triton_kernel, test/export/test_export.py::TestExport::test_export_custom_triton_kernel_mutable, test/export/test_export.py::TestExport::test_export_decomp_torture_case_1, test/export/test_export.py::TestExport::test_export_decomp_torture_case_2, test/export/test_export.py::TestExport::test_export_decomps_dynamic, test/export/test_export.py::TestExport::test_export_decomps_simple, test/export/test_export.py::TestExport::test_export_dynamo_config, test/export/test_export.py::TestExport::test_export_for_training_run_decomp, test/export/test_export.py::TestExport::test_export_for_training_with_container_type, test/export/test_export.py::TestExport::test_export_for_training_with_dynamic_shapes, test/export/test_export.py::TestExport::test_export_for_training_with_mutation, test/export/test_export.py::TestExport::test_export_for_training_with_state_dict_hooks, test/export/test_export.py::TestExport::test_export_func_with_default_kwargs, test/export/test_export.py::TestExport::test_export_func_with_keyword_only_args, test/export/test_export.py::TestExport::test_export_func_with_kwargs, test/export/test_export.py::TestExport::test_export_func_with_pytree_kwargs, test/export/test_export.py::TestExport::test_export_func_with_var_keyword_args, test/export/test_export.py::TestExport::test_export_func_with_var_keyword_pytree_args, test/export/test_export.py::TestExport::test_export_func_with_var_postional_args, test/export/test_export.py::TestExport::test_export_function_schema, test/export/test_export.py::TestExport::test_export_graph_with_no_inputs, test/export/test_export.py::TestExport::test_export_input_mutation_bug, test/export/test_export.py::TestExport::test_export_input_mutation_dynamic_shape, test/export/test_export.py::TestExport::test_export_input_mutation_static_shape, test/export/test_export.py::TestExport::test_export_linear_preserve_dynamic_shape, test/export/test_export.py::TestExport::test_export_max_nonstrict, test/export/test_export.py::TestExport::test_export_max_onnx_reported, test/export/test_export.py::TestExport::test_export_method, test/export/test_export.py::TestExport::test_export_mod_constraints, test/export/test_export.py::TestExport::test_export_module, test/export/test_export.py::TestExport::test_export_preserve_linear_at_aot_level, test/export/test_export.py::TestExport::test_export_preserve_linear_but_not_custom_op, test/export/test_export.py::TestExport::test_export_scan_pytree_output, test/export/test_export.py::TestExport::test_export_script_module, test/export/test_export.py::TestExport::test_export_statically_known_true, test/export/test_export.py::TestExport::test_export_then_compile_tensor_ctor, test/export/test_export.py::TestExport::test_export_with_autocast, test/export/test_export.py::TestExport::test_export_with_fake_tensor_inputs, test/export/test_export.py::TestExport::test_export_with_fake_tensor_inputs_on_cuda_devices, test/export/test_export.py::TestExport::test_export_with_inline_constraints, test/export/test_export.py::TestExport::test_export_with_inline_constraints_complex, test/export/test_export.py::TestExport::test_export_with_set_grad_enabled, test/export/test_export.py::TestExport::test_export_with_wrong_inputs, test/export/test_export.py::TestExport::test_external_call_non_strict_real_tensor, test/export/test_export.py::TestExport::test_fake_inputs, test/export/test_export.py::TestExport::test_fake_weights, test/export/test_export.py::TestExport::test_float_conversion, test/export/test_export.py::TestExport::test_float_conversion_from_int, test/export/test_export.py::TestExport::test_fqn, test/export/test_export.py::TestExport::test_full_on_scalar_tensor, test/export/test_export.py::TestExport::test_hints_wrapper, test/export/test_export.py::TestExport::test_hoo_inline_users_issue, test/export/test_export.py::TestExport::test_if_functional, test/export/test_export.py::TestExport::test_if_post_autograd_op_preserved, test/export/test_export.py::TestExport::test_int_shape_specialization, test/export/test_export.py::TestExport::test_intermediate_shape_comp, test/export/test_export.py::TestExport::test_is_exporting, test/export/test_export.py::TestExport::test_is_non_negative_check_function, test/export/test_export.py::TestExport::test_is_nonzero, test/export/test_export.py::TestExport::test_isnonzero, test/export/test_export.py::TestExport::test_issue_113041, test/export/test_export.py::TestExport::test_istft_op, test/export/test_export.py::TestExport::test_keep_composite_ops_invalid, test/export/test_export.py::TestExport::test_keep_composite_ops_linear_convd, test/export/test_export.py::TestExport::test_keep_composite_ops_linear_convd_for_training_ir, test/export/test_export.py::TestExport::test_kwarg_dynamic_shapes_diff_order, test/export/test_export.py::TestExport::test_kwargs_reorder, test/export/test_export.py::TestExport::test_layer_sharing, test/export/test_export.py::TestExport::test_lazy_module_kwargs, test/export/test_export.py::TestExport::test_lifted_constants, test/export/test_export.py::TestExport::test_linear_conv, test/export/test_export.py::TestExport::test_malformed_fqn_from_source_name, test/export/test_export.py::TestExport::test_map, test/export/test_export.py::TestExport::test_map_buffers, test/export/test_export.py::TestExport::test_mask_nonzero_static, test/export/test_export.py::TestExport::test_masked_select_dynamic, test/export/test_export.py::TestExport::test_math_pow, test/export/test_export.py::TestExport::test_mismatched_dynamic_shapes, test/export/test_export.py::TestExport::test_mixed_input, test/export/test_export.py::TestExport::test_module, test/export/test_export.py::TestExport::test_module_dict_key, test/export/test_export.py::TestExport::test_module_input, test/export/test_export.py::TestExport::test_module_input_subclasses_parameterization_nested, test/export/test_export.py::TestExport::test_module_list_slice, test/export/test_export.py::TestExport::test_module_with_dict_container_inp_out, test/export/test_export.py::TestExport::test_modules_access_for_deleted_submodule, test/export/test_export.py::TestExport::test_multidimensional_slicing, test/export/test_export.py::TestExport::test_multinomial_dynamic, test/export/test_export.py::TestExport::test_multiple_definitions_same_name_dim, test/export/test_export.py::TestExport::test_nested_dynamic_shapes_spec, test/export/test_export.py::TestExport::test_nested_module, test/export/test_export.py::TestExport::test_nested_module_with_constant_buffer, test/export/test_export.py::TestExport::test_nested_module_with_init_buffer, test/export/test_export.py::TestExport::test_nested_module_with_parameter, test/export/test_export.py::TestExport::test_nn_module_stack, test/export/test_export.py::TestExport::test_nn_module_stack_shared_submodule, test/export/test_export.py::TestExport::test_no_check_is_size_error, test/export/test_export.py::TestExport::test_no_suggested_fixes_for_data_dependent_errors, test/export/test_export.py::TestExport::test_no_tensor_computation, test/export/test_export.py::TestExport::test_no_tensor_computation_2, test/export/test_export.py::TestExport::test_no_tensor_computation_3, test/export/test_export.py::TestExport::test_no_tensor_computation_4, test/export/test_export.py::TestExport::test_non_arg_name_dynamic_shapes_api, test/export/test_export.py::TestExport::test_non_arg_name_dynamic_shapes_api_with_container_type, test/export/test_export.py::TestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg, test/export/test_export.py::TestExport::test_non_persistent_buffer, test/export/test_export.py::TestExport::test_non_strict_dynamic_shapes, test/export/test_export.py::TestExport::test_non_strict_dynamic_shapes_suggested_fixes, test/export/test_export.py::TestExport::test_none_buffers, test/export/test_export.py::TestExport::test_nonstrict_retrace_preserves_metadata, test/export/test_export.py::TestExport::test_nonzero_2, test/export/test_export.py::TestExport::test_nonzero_dynamic, test/export/test_export.py::TestExport::test_not_registered_parameter, test/export/test_export.py::TestExport::test_operator_aten_tensor_mode_variant, test/export/test_export.py::TestExport::test_output_node_name, test/export/test_export.py::TestExport::test_pad_sequence, test/export/test_export.py::TestExport::test_param_util, test/export/test_export.py::TestExport::test_partial_patched_forward, test/export/test_export.py::TestExport::test_placeholder_naming_collisions, test/export/test_export.py::TestExport::test_placeholder_naming_collisions_hoo_subgraphs, test/export/test_export.py::TestExport::test_placeholder_naming_order, test/export/test_export.py::TestExport::test_placeholder_naming_order_variadic, test/export/test_export.py::TestExport::test_placeholder_update_preserving, test/export/test_export.py::TestExport::test_predispatch_cond, test/export/test_export.py::TestExport::test_predispatch_grad_wrappers, test/export/test_export.py::TestExport::test_preserve_module_call_signature_unflatten_specialization, test/export/test_export.py::TestExport::test_preserve_requires_grad_placeholders, test/export/test_export.py::TestExport::test_preserve_shape_dynamism_for_unused_inputs, test/export/test_export.py::TestExport::test_profiling_code, test/export/test_export.py::TestExport::test_python_asserts_with_sym_int, test/export/test_export.py::TestExport::test_pytree_register_data_class, test/export/test_export.py::TestExport::test_pytree_register_nested_data_class, test/export/test_export.py::TestExport::test_raise_user_error_when_guard_on_data_dependent_operation, test/export/test_export.py::TestExport::test_range_constraints_with_replacement, test/export/test_export.py::TestExport::test_real_tensor_alias_dtype_mismatch, test/export/test_export.py::TestExport::test_real_tensor_bool_cast, test/export/test_export.py::TestExport::test_real_tensor_errors_on_aliasing_custom_op, test/export/test_export.py::TestExport::test_real_tensor_for_max_op, test/export/test_export.py::TestExport::test_real_tensor_size_mismatch, test/export/test_export.py::TestExport::test_redundant_assert_max_upper_bound, test/export/test_export.py::TestExport::test_redundant_asserts, test/export/test_export.py::TestExport::test_refine_dynamic_shapes_from_suggested_fixes, test/export/test_export.py::TestExport::test_register_constant, test/export/test_export.py::TestExport::test_replace_unbacked_with_very_large_upperbound, test/export/test_export.py::TestExport::test_replaced_unbacked_bindings, test/export/test_export.py::TestExport::test_reshape_view_helper, test/export/test_export.py::TestExport::test_retracable_ep, test/export/test_export.py::TestExport::test_retrace_pre_autograd, test/export/test_export.py::TestExport::test_run_decomposition_supports_user_input_mutation, test/export/test_export.py::TestExport::test_run_decompositions_keep_metadata, test/export/test_export.py::TestExport::test_run_decompositions_keep_tensor_constant_metadata, test/export/test_export.py::TestExport::test_runtime_assert_for_prim, test/export/test_export.py::TestExport::test_runtime_assert_for_prm_str, test/export/test_export.py::TestExport::test_runtime_assert_with_size, test/export/test_export.py::TestExport::test_sequential_slicing, test/export/test_export.py::TestExport::test_set_example_inputs, test/export/test_export.py::TestExport::test_set_grad_empty, test/export/test_export.py::TestExport::test_set_grad_unflatten, test/export/test_export.py::TestExport::test_setgrad_lifted_tensor, test/export/test_export.py::TestExport::test_shared_submodule_nn_module_stack, test/export/test_export.py::TestExport::test_simple_export_for_training, test/export/test_export.py::TestExport::test_simple_unbacked_view, test/export/test_export.py::TestExport::test_size_input, test/export/test_export.py::TestExport::test_slice_nn_module_stack, test/export/test_export.py::TestExport::test_solver_unsupported_sympy_function, test/export/test_export.py::TestExport::test_specialize_derived_dim_roots, test/export/test_export.py::TestExport::test_split_const_gm_with_lifted_constants, test/export/test_export.py::TestExport::test_stack_trace, test/export/test_export.py::TestExport::test_state_primitives, test/export/test_export.py::TestExport::test_state_shape_attribute_assignment, test/export/test_export.py::TestExport::test_state_tensors, test/export/test_export.py::TestExport::test_static_dim_constraints, test/export/test_export.py::TestExport::test_subclass_nested_attr_access, test/export/test_export.py::TestExport::test_subclass_nested_attr_access_complicated_metadata, test/export/test_export.py::TestExport::test_subclass_nested_attr_access_const_metadata, test/export/test_export.py::TestExport::test_subclass_nested_attr_access_const_metadata_not_top_level, test/export/test_export.py::TestExport::test_subclass_nested_attr_access_submodule, test/export/test_export.py::TestExport::test_subclasses_parameterization, test/export/test_export.py::TestExport::test_subclasses_parameterization_nested, test/export/test_export.py::TestExport::test_suggest_torch_checks_with_non_negative_check, test/export/test_export.py::TestExport::test_suggest_torch_checks_with_regular_check, test/export/test_export.py::TestExport::test_suggested_fixes_for_data_dependent_errors_basic, test/export/test_export.py::TestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers, test/export/test_export.py::TestExport::test_suggested_fixes_new_roots, test/export/test_export.py::TestExport::test_sym_float_operators, test/export/test_export.py::TestExport::test_sym_or_sym_and, test/export/test_export.py::TestExport::test_sym_sqrt, test/export/test_export.py::TestExport::test_symbool_item, test/export/test_export.py::TestExport::test_symfloat_item, test/export/test_export.py::TestExport::test_symint_input_additional_inputs, test/export/test_export.py::TestExport::test_symint_input_basic, test/export/test_export.py::TestExport::test_symint_input_ranges, test/export/test_export.py::TestExport::test_symint_input_shapes_collection, test/export/test_export.py::TestExport::test_symint_input_specialization, test/export/test_export.py::TestExport::test_symint_item, test/export/test_export.py::TestExport::test_symint_output, test/export/test_export.py::TestExport::test_symint_tensor_return, test/export/test_export.py::TestExport::test_tensor_attribute_zero_args, test/export/test_export.py::TestExport::test_tensor_constant_aten_to, test/export/test_export.py::TestExport::test_tensor_constant_with_wrapped_method, test/export/test_export.py::TestExport::test_to_module_with_mutated_buffer, test/export/test_export.py::TestExport::test_to_module_with_mutated_buffer_multiple, test/export/test_export.py::TestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later, test/export/test_export.py::TestExport::test_tolist, test/export/test_export.py::TestExport::test_torch_check_eq_commutativity, test/export/test_export.py::TestExport::test_torch_fn, test/export/test_export.py::TestExport::test_trace_under_fake, test/export/test_export.py::TestExport::test_train_eval_on_exported_preautograd_module, test/export/test_export.py::TestExport::test_unbacked_bincount, test/export/test_export.py::TestExport::test_unbacked_bindings_for_divisible_u_symint, test/export/test_export.py::TestExport::test_unbacked_deferred_runtime_retrace, test/export/test_export.py::TestExport::test_unbacked_expand, test/export/test_export.py::TestExport::test_unbacked_infer_size, test/export/test_export.py::TestExport::test_unbacked_kth_value, test/export/test_export.py::TestExport::test_unbacked_pad, test/export/test_export.py::TestExport::test_unbacked_scalar_constructor, test/export/test_export.py::TestExport::test_unbacked_slice, test/export/test_export.py::TestExport::test_unbacked_to_cond, test/export/test_export.py::TestExport::test_unbacked_to_cond_passthrough, test/export/test_export.py::TestExport::test_unbacked_unsqueeze, test/export/test_export.py::TestExport::test_unflatten_asserts, test/export/test_export.py::TestExport::test_unflatten_buffer_update_child2parent_swap, test/export/test_export.py::TestExport::test_unflatten_isinstance, test/export/test_export.py::TestExport::test_unflatten_multiple_graphs_dispatch, test/export/test_export.py::TestExport::test_unflatten_multiple_graphs_preserve_signature_no_error, test/export/test_export.py::TestExport::test_unflatten_multiple_graphs_shared_submodule, test/export/test_export.py::TestExport::test_unflatten_multiple_graphs_state, test/export/test_export.py::TestExport::test_unflatten_no_unroll, test/export/test_export.py::TestExport::test_unflatten_placeholder_update_child2parent_swap, test/export/test_export.py::TestExport::test_unflatten_placeholder_update_grandchild2cousin_swap, test/export/test_export.py::TestExport::test_unflatten_random_dag_5, test/export/test_export.py::TestExport::test_unflatten_random_dag_6, test/export/test_export.py::TestExport::test_unflatten_random_dag_buf_8, test/export/test_export.py::TestExport::test_unflatten_random_dag_const_preserving_3, test/export/test_export.py::TestExport::test_unflatten_random_dag_const_preserving_3_1, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_4, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_6, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_9, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_preserving_10, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_preserving_4, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_preserving_5, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_preserving_7, test/export/test_export.py::TestExport::test_unflatten_random_dag_preserving_4, test/export/test_export.py::TestExport::test_unused_aliases, test/export/test_export.py::TestExport::test_unused_constant, test/export/test_export.py::TestExport::test_use_embedding_twice, test/export/test_export.py::TestExport::test_user_input_and_buffer_mutation, test/export/test_export.py::TestExport::test_while_loop_simple, test/export/test_export.py::TestExport::test_wrapper_module, test/export/test_export.py::TestOneOffModelExportResult::test_constant_fqn, test/export/test_export.py::TestOneOffModelExportResult::test_constant_name, test/export/test_export.py::TestOneOffModelExportResult::test_duplicated_getitem, test/export/test_export.py::TestOneOffModelExportResult::test_hf_logging_logger, test/export/test_export.py::TestOneOffModelExportResult::test_int_list_output, test/export/test_export.py::TestOneOffModelExportResult::test_logging_logger, test/export/test_export.py::TestOneOffModelExportResult::test_nested_retrace, test/export/test_export.py::TestOneOffModelExportResult::test_none_input_output, test/export/test_export.py::TestOneOffModelExportResult::test_primitive_constant_output, test/export/test_export.py::TestOneOffModelExportResult::test_print, test/export/test_export.py::TestOneOffModelExportResult::test_print_graph_signature, test/export/test_export.py::TestOneOffModelExportResult::test_scaled_dot_product_attention_cpu, test/export/test_export.py::TestOneOffModelExportResult::test_scaled_dot_product_attention_cuda, test/export/test_export.py::TestOneOffModelExportResult::test_unbacked_sdpa, test/export/test_export.py::TestOneOffModelExportResult::test_warning, test/export/test_export.py::TestExportCustomClass::test_export_script_module, test/export/test_export.py::TestExportCustomClass::test_export_unbacked_lt, test/export/test_export.py::TestExportCustomClass::test_lift_custom_obj, test/export/test_export.py::TestExportCustomClass::test_preserve_cia_op, test/export/test_export.py::TestExportCustomClass::test_preserve_non_cia_op
2025-06-01T22:04:54.5964714Z 
2025-06-01T22:04:54.5965045Z Running test_proxy_tensor 1/1 ... [2025-06-01 22:04:54.557589]
2025-06-01T22:04:54.5965760Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:54.5967591Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_proxy_tensor.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:54.557908]
2025-06-01T22:04:55.5083468Z 
2025-06-01T22:04:55.5084745Z test_pruning_op 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_pruning_op_1.1_fde8ed6bbaeee57c_.log
2025-06-01T22:04:55.5086886Z Running 2 items in this shard: test/test_pruning_op.py::PruningOpTest::test_rowwise_prune_op_32bit_indices, test/test_pruning_op.py::PruningOpTest::test_rowwise_prune_op_64bit_indices
2025-06-01T22:04:55.5088166Z 
2025-06-01T22:04:55.5088467Z Running test_deploy 1/1 ... [2025-06-01 22:04:55.507974]
2025-06-01T22:04:55.5089137Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:55.5090981Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_deploy.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:55.508560]
2025-06-01T22:04:59.0815304Z 
2025-06-01T22:04:59.0817089Z test_deploy 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_deploy_1.1_d89688b6da9b2a93_.log
2025-06-01T22:04:59.0818690Z Running 1 items in this shard: test/test_deploy.py::TestFreezer::test_compile_string
2025-06-01T22:04:59.0819488Z 
2025-06-01T22:04:59.0819853Z Running test_typing 1/1 ... [2025-06-01 22:04:59.081384]
2025-06-01T22:04:59.0820652Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:59.0824775Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_typing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:59.081965]
2025-06-01T22:04:59.6832387Z 
2025-06-01T22:04:59.6832937Z test_proxy_tensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_proxy_tensor_1.1_268a6e11a7cd1f64_.log
2025-06-01T22:04:59.6873330Z Running 173 items in this shard: test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_allclose, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_amp_cache, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_constant_blowup, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_constant_proxy_tensor_mut, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_constant_random, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_constant_unbind, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_decomp_of_capture, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_decomposition_interpreter, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_empty_like_doesnt_burn_in_defaults, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_inplace_metadata, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_isolated_graphmodule, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_make_fx_model_double_param, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_make_fx_model_fwd_bwd, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_make_fx_model_fwd_bwd_wgtupdate, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_make_fx_overloads, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_make_fx_reentrant_dispatch, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_make_fx_simple, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_mode_tracing_factory_function, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_partial_decomp, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_pickle_issue89626, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_pr_86917, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_pre_dispatch_functionalization, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_pre_dispatch_functionalization_view_op, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_pre_dispatch_linear, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_pre_dispatch_mode_stack, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_pre_dispatch_no_grad, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_proxy_tensor, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_proxy_tensor_mode_with_decomp_table_preserves_proxy, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_resnet18_backward_trace, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_scalar_device, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_strides, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_tensor_constants, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_trace_subclasses, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_val_metadata_mutation, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_varargs, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_allclose, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_amp_cache, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_constant_blowup, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_constant_proxy_tensor_mut, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_constant_random, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_constant_unbind, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_decomp_of_capture, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_decomposition_interpreter, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_empty_like_doesnt_burn_in_defaults, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_inplace_metadata, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_isolated_graphmodule, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_make_fx_model_double_param, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_make_fx_model_fwd_bwd, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_make_fx_model_fwd_bwd_wgtupdate, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_make_fx_overloads, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_make_fx_reentrant_dispatch, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_make_fx_simple, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_mode_tracing_factory_function, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_partial_decomp, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_pickle_issue89626, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_pr_86917, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_pre_dispatch_functionalization, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_pre_dispatch_functionalization_view_op, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_pre_dispatch_linear, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_pre_dispatch_mode_stack, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_pre_dispatch_no_grad, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_proxy_tensor, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_proxy_tensor_mode_with_decomp_table_preserves_proxy, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_resnet18_backward_trace, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_scalar_device, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_strides, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_tensor_constants, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_trace_subclasses, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_val_metadata_mutation, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_varargs, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_allclose, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_amp_cache, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_constant_blowup, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_constant_proxy_tensor_mut, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_constant_random, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_constant_unbind, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_decomp_of_capture, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_decomposition_interpreter, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_empty_like_doesnt_burn_in_defaults, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_inplace_metadata, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_isolated_graphmodule, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_make_fx_model_double_param, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_make_fx_model_fwd_bwd, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_make_fx_model_fwd_bwd_wgtupdate, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_make_fx_overloads, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_make_fx_reentrant_dispatch, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_make_fx_simple, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_mode_tracing_factory_function, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_partial_decomp, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_pickle_issue89626, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_pr_86917, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_pre_dispatch_functionalization, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_pre_dispatch_functionalization_view_op, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_pre_dispatch_linear, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_pre_dispatch_mode_stack, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_pre_dispatch_no_grad, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_proxy_tensor, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_proxy_tensor_mode_with_decomp_table_preserves_proxy, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_resnet18_backward_trace, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_scalar_device, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_strides, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_tensor_constants, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_trace_subclasses, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_val_metadata_mutation, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_varargs, test/test_proxy_tensor.py::TestRealProxyTensor::test_error_on_data_dependent_ops, test/test_proxy_tensor.py::TestFakeProxyTensor::test_alias, test/test_proxy_tensor.py::TestFakeProxyTensor::test_fake_tensor_mode, test/test_proxy_tensor.py::TestFakeProxyTensor::test_free_fake, test/test_proxy_tensor.py::TestFakeProxyTensor::test_fused_adam, test/test_proxy_tensor.py::TestFakeProxyTensor::test_issue82547, test/test_proxy_tensor.py::TestFakeProxyTensor::test_meta, test/test_proxy_tensor.py::TestFakeProxyTensor::test_use_fake_and_tensor, test/test_proxy_tensor.py::TestSymbolicTracing::test_adv_index_batch, test/test_proxy_tensor.py::TestSymbolicTracing::test_arange_unbacked_output_size, test/test_proxy_tensor.py::TestSymbolicTracing::test_binary_broadcast, test/test_proxy_tensor.py::TestSymbolicTracing::test_boolean_index, test/test_proxy_tensor.py::TestSymbolicTracing::test_broadcast_shapes, test/test_proxy_tensor.py::TestSymbolicTracing::test_cat, test/test_proxy_tensor.py::TestSymbolicTracing::test_constant_specialization, test/test_proxy_tensor.py::TestSymbolicTracing::test_cpu_scalar_cuda, test/test_proxy_tensor.py::TestSymbolicTracing::test_cumsum_unbacked, test/test_proxy_tensor.py::TestSymbolicTracing::test_debug_interpreter, test/test_proxy_tensor.py::TestSymbolicTracing::test_deduped_shape, test/test_proxy_tensor.py::TestSymbolicTracing::test_dynamic_pointwise_scalar, test/test_proxy_tensor.py::TestSymbolicTracing::test_elementwise_meta_with_sym_numbers, test/test_proxy_tensor.py::TestSymbolicTracing::test_expand, test/test_proxy_tensor.py::TestSymbolicTracing::test_fake_tensor_as_size, test/test_proxy_tensor.py::TestSymbolicTracing::test_guard_lowerbound_range_refinement, test/test_proxy_tensor.py::TestSymbolicTracing::test_guard_lowerbound_range_refinement_multivariate, test/test_proxy_tensor.py::TestSymbolicTracing::test_guard_upperbound_range_refinement, test/test_proxy_tensor.py::TestSymbolicTracing::test_guard_upperbound_range_refinement_multivariate, test/test_proxy_tensor.py::TestSymbolicTracing::test_guards_equal, test/test_proxy_tensor.py::TestSymbolicTracing::test_int_input, test/test_proxy_tensor.py::TestSymbolicTracing::test_invalidate_nonzero, test/test_proxy_tensor.py::TestSymbolicTracing::test_invalidate_nonzero_propagate_real_tensors, test/test_proxy_tensor.py::TestSymbolicTracing::test_item, test/test_proxy_tensor.py::TestSymbolicTracing::test_item_to_constructor, test/test_proxy_tensor.py::TestSymbolicTracing::test_make_fx_with_custom_tracer_preserving_nn_module_stack, test/test_proxy_tensor.py::TestSymbolicTracing::test_mega_guard, test/test_proxy_tensor.py::TestSymbolicTracing::test_metadata, test/test_proxy_tensor.py::TestSymbolicTracing::test_metadata_fresh, test/test_proxy_tensor.py::TestSymbolicTracing::test_mod_gcd_unbacked, test/test_proxy_tensor.py::TestSymbolicTracing::test_multiply_shape, test/test_proxy_tensor.py::TestSymbolicTracing::test_neg_shape, test/test_proxy_tensor.py::TestSymbolicTracing::test_new_empty, test/test_proxy_tensor.py::TestSymbolicTracing::test_non_deduped_shape, test/test_proxy_tensor.py::TestSymbolicTracing::test_non_symint_size_spec, test/test_proxy_tensor.py::TestSymbolicTracing::test_nonidentity_transitive_guards, test/test_proxy_tensor.py::TestSymbolicTracing::test_reflect_r_over_x, test/test_proxy_tensor.py::TestSymbolicTracing::test_repeat_interleave, test/test_proxy_tensor.py::TestSymbolicTracing::test_repeat_interleave_unbacked_output_size, test/test_proxy_tensor.py::TestSymbolicTracing::test_reshape_divisibility_unbacked, test/test_proxy_tensor.py::TestSymbolicTracing::test_resize_from_zero, test/test_proxy_tensor.py::TestSymbolicTracing::test_return_symint, test/test_proxy_tensor.py::TestSymbolicTracing::test_rmethod, test/test_proxy_tensor.py::TestSymbolicTracing::test_setitem_symint, test/test_proxy_tensor.py::TestSymbolicTracing::test_size_with_tensor, test/test_proxy_tensor.py::TestSymbolicTracing::test_split_unbacked_sizes, test/test_proxy_tensor.py::TestSymbolicTracing::test_sqrt_size, test/test_proxy_tensor.py::TestSymbolicTracing::test_sym_storage_offset, test/test_proxy_tensor.py::TestSymbolicTracing::test_symbolic_repeat_interleave, test/test_proxy_tensor.py::TestSymbolicTracing::test_symint_to_tensor, test/test_proxy_tensor.py::TestSymbolicTracing::test_tensor_symfloat, test/test_proxy_tensor.py::TestSymbolicTracing::test_unary, test/test_proxy_tensor.py::TestSymbolicTracing::test_unbacked_batch_resnet, test/test_proxy_tensor.py::TestSymbolicTracing::test_unbacked_slice, test/test_proxy_tensor.py::TestSymbolicTracing::test_unbacked_unification, test/test_proxy_tensor.py::TestSymbolicTracing::test_unbacked_unify_dependency_violation, test/test_proxy_tensor.py::TestSymbolicTracing::test_unbacked_unify_guard, test/test_proxy_tensor.py::TestSymbolicTracing::test_unbacked_unify_guard_transitivity, test/test_proxy_tensor.py::TestSymbolicTracing::test_view_divisibility_unbacked, test/test_proxy_tensor.py::TestSymbolicTracing::test_view_divisibility_unbacked_relatively_prime
2025-06-01T22:04:59.6911465Z 
2025-06-01T22:04:59.6911663Z Running inductor/test_torchinductor_opinfo 2/7 ... [2025-06-01 22:04:59.683393]
2025-06-01T22:04:59.6912016Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:04:59.6912826Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'not serial', '--shard-id=2', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:04:59.683669]
2025-06-01T22:05:09.5187699Z 
2025-06-01T22:05:09.5189670Z inductor/test_torchinductor_opinfo 2/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_2.7_a6c93caec6a86bc6_.log
2025-06-01T22:05:09.5530300Z Running 529 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_T_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rand___cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmod___cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmod___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmul___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___ror___cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rpow___cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__native_batch_norm_legit_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__segment_reduce_offsets_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acos_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acosh_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_add_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_add_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addcmul_cuda_float16, 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test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_mean_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_select_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_select_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_select_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_inner_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isclose_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isnan_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isneginf_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isreal_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_item_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kron_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kthvalue_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ldexp_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_le_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lgamma_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lgamma_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cholesky_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cond_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cross_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_diagonal_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_diagonal_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_diagonal_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_eig_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_householder_product_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_ldl_factor_ex_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_ldl_solve_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lstsq_grad_oriented_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lu_factor_ex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_matrix_power_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_matrix_rank_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_norm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_slogdet_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_slogdet_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vander_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vecdot_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vector_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_tensor_overload_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_tensor_overload_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log10_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log10_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log2_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_normal_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_normal_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_not_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_not_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logit_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logit_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logit_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logspace_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lt_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mH_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mT_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amax_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumprod_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumsum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumsum_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_log_softmax_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_logsumexp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_mean_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_prod_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_scatter_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_scatter_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_select_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_softmin_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_softmin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_std_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_std_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_sum_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_binary_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_no_dim_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_no_dim_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_no_dim_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_with_dim_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_with_dim_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_maximum_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_median_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_median_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_with_dim_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_with_dim_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_minimum_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_movedim_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_msort_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mul_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_3_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_3_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nan_to_num_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nan_to_num_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nanmean_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nanmedian_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nansum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nansum_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nansum_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ne_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_strided_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_full_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_full_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_ones_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_avg_pool1d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_avg_pool3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_max_pool1d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_max_pool2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_avg_pool2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_avg_pool3d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_batch_norm_without_cudnn_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_celu_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv_transpose1d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv_transpose3d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_similarity_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cross_entropy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_dropout2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_embedding_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_fractional_max_pool2d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_fractional_max_pool3d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_glu_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_grid_sample_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardshrink_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardsigmoid_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hinge_embedding_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_instance_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_bicubic_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_nearest-exact_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_kl_div_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_kl_div_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_l1_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_l1_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_local_response_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_pool3d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool3d_grad_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multi_head_attention_forward_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_nll_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_nll_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_nll_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_normalize_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_constant_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_constant_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_constant_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu6_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_rms_norm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_rrelu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_scaled_dot_product_attention_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_scaled_dot_product_attention_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_scaled_dot_product_attention_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_selu_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softmin_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softplus_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softsign_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nonzero_static_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_fro_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_inf_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_nuc_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_number_mean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_like_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ormqr_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_outer_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_permute_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pinverse_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polar_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_3_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_positive_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pow_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pow_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pow_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_prod_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_prod_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_put_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randn_like_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ravel_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_real_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_remainder_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_renorm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_renorm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_interleave_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_interleave_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize_as__cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize_as__cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_conj_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_conj_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rot90_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_decimals_neg_3_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsub_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scalar_tensor_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scalar_tensor_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_add_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_amin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_amin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_mean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_mean_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_prod_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_sum_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_sum_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_scatter_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_scatter_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sgn_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sign_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_cosine_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_general_hamming_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_kaiser_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinc_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinc_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinh_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinh_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinh_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_scatter_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_scatter_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sort_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_airy_ai_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j1_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y1_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_t_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_v_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_w_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_hermite_polynomial_he_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_hermite_polynomial_he_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i0e_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i1_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_log_ndtr_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i1_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtri_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtri_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtri_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_xlog1py_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_zeta_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_zeta_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_list_args_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sqrt_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_multiple_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_multiple_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_multiple_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_stack_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_stack_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_std_unbiased_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_stft_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sub_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_to_size_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_svd_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_along_dim_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tan_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tanh_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tensordot_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_sparse_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_sparse_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_sparse_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trace_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_uniform_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_split_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_split_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsqueeze_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_mean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_unbiased_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_unbiased_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vsplit_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vsplit_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vsplit_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vstack_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_where_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_where_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_where_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_like_cuda_int32
2025-06-01T22:05:09.5767415Z 
2025-06-01T22:05:09.5767614Z Running inductor/test_torchinductor_opinfo 4/7 ... [2025-06-01 22:05:09.520127]
2025-06-01T22:05:09.5767974Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:05:09.5768927Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'not serial', '--shard-id=4', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:05:09.520733]
2025-06-01T22:06:07.6927763Z 
2025-06-01T22:06:07.6928624Z test_typing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_typing_1.1_924fc0fccf1df055_.log
2025-06-01T22:06:07.6932695Z Running 18 items in this shard: test/test_typing.py::TestTyping::test_fail_arithmetic_ops.py, test/test_typing.py::TestTyping::test_fail_creation_ops.py, test/test_typing.py::TestTyping::test_fail_random.py, test/test_typing.py::TestTyping::test_fail_torch_size.py, test/test_typing.py::TestTyping::test_reveal_module_list.py, test/test_typing.py::TestTyping::test_reveal_namedtuple.py, test/test_typing.py::TestTyping::test_reveal_opt_size.py, test/test_typing.py::TestTyping::test_reveal_size.py, test/test_typing.py::TestTyping::test_reveal_tensor_constructors.py, test/test_typing.py::TestTyping::test_reveal_tensor_copy.py, test/test_typing.py::TestTyping::test_reveal_tensor_sampling.py, test/test_typing.py::TestTyping::test_reveal_torch_optim.py, test/test_typing.py::TestTyping::test_success_arithmetic_ops.py, test/test_typing.py::TestTyping::test_success_creation_ops.py, test/test_typing.py::TestTyping::test_success_cuda_steam.py, test/test_typing.py::TestTyping::test_success_distributions.py, test/test_typing.py::TestTyping::test_success_math_ops.py, test/test_typing.py::TestTyping::test_success_torch_size.py
2025-06-01T22:06:07.6936470Z 
2025-06-01T22:06:07.6936714Z Running inductor/test_torchinductor_opinfo 6/7 ... [2025-06-01 22:06:07.692571]
2025-06-01T22:06:07.6937148Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:06:07.6938459Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'not serial', '--shard-id=6', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:06:07.692985]
2025-06-01T22:07:15.3451648Z 
2025-06-01T22:07:15.3452681Z inductor/test_torchinductor_opinfo 6/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_6.7_9a3bbc19e51ab396_.log
2025-06-01T22:07:15.3766893Z Running 513 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_H_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_H_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_H_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_H_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___getitem___cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___radd___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rdiv___cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rdiv___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rsub___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rsub___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__chunk_cat_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_abs_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addcmul_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addmm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addmv_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_alias_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amin_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_aminmax_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_any_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmax_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmax_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmin_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argsort_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_partial_views_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_partial_views_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_scatter_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asin_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asin_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan2_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_2d_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bernoulli_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bfloat16_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bincount_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_and_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_or_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_xor_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bool_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bool_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_to_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bucketize_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_byte_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_byte_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cartesian_prod_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cartesian_prod_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cartesian_prod_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cat_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cauchy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cdist_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chalf_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chalf_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cholesky_inverse_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chunk_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chunk_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chunk_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_min_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_min_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_min_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_min_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clone_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_column_stack_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_conj_physical_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_conj_physical_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_constant_pad_nd_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_constant_pad_nd_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_constant_pad_nd_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_contiguous_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_copysign_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_copysign_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_corrcoef_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cos_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cosh_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_count_nonzero_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummax_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumulative_trapezoid_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_embed_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_scatter_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diff_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dist_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_floor_rounding_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_no_rounding_mode_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dstack_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dstack_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_like_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_permuted_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_permuted_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_permuted_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_strided_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_eq_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_eq_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_equal_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erf_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfc_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfc_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exp2_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exp_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exp_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_as_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_as_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_as_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftn_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftshift_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft2_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfftn_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfftn_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft2_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftshift_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftshift_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftshift_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft2_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft2_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfftn_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfftn_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfft2_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfftn_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfftn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfftn_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flip_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fliplr_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flipud_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flipud_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_power_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_power_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_power_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_floor_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_floor_divide_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmax_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmax_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmin_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gather_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gather_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gather_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ge_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_geometric_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gradient_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gradient_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_grid_sampler_2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gt_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_half_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_heaviside_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_histc_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_histc_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hsplit_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hsplit_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hstack_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_igammac_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_fill_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_put_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_mean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_prod_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_select_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_int_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isposinf_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isreal_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_item_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_unary_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_unary_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kron_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kthvalue_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_le_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lerp_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lerp_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cross_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_diagonal_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_eig_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_eigvals_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_inv_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_ldl_solve_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lu_solve_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_matrix_rank_hermitian_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_pinv_hermitian_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_qr_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_svdvals_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_tensorsolve_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vander_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vander_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vecdot_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vecdot_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_tensor_overload_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log10_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log1p_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log2_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_softmax_with_dtype_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logaddexp2_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logaddexp_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logaddexp_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logcumsumexp_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logcumsumexp_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_or_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_or_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_or_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_xor_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logit_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logit_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logspace_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logspace_tensor_overload_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_long_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_long_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lt_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mH_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mT_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amin_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_argmax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_argmax_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_argmax_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumsum_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_log_softmax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_prod_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_prod_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_scatter_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_select_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_softmax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_sum_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_pool2d_with_indices_backward_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_maximum_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mean_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mean_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_binary_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_binary_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_binary_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_with_dim_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_minimum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mode_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_movedim_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_movedim_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_msort_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mul_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mul_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_multinomial_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nan_to_num_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nanmean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nansum_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_native_batch_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ne_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ne_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_strided_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_strided_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_full_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_ones_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_zeros_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nextafter_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_avg_pool2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_avg_pool3d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_max_pool1d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_max_pool2d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_max_pool3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_alpha_dropout_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_alpha_dropout_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_avg_pool1d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_avg_pool1d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_batch_norm_without_cudnn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_bilinear_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_bilinear_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_binary_cross_entropy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_celu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv1d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv2d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv_transpose2d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cross_entropy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_ctc_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_dropout2d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_dropout3d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_with_train_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_gaussian_nll_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_gelu_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_glu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardtanh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_huber_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_instance_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_area_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_area_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_nearest_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_layer_norm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_layer_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_leaky_relu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_linear_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_logsigmoid_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_pool1d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool3d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_mse_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multi_margin_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multi_margin_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multilabel_margin_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_circular_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_rrelu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_selu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_silu_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_smooth_l1_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_unfold_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_upsample_bilinear_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_nuc_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_number_mean_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_like_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pinverse_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_3_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_positive_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_positive_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_prod_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_put_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_qr_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_qr_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_quantile_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_quantile_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rad2deg_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rad2deg_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rad2deg_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rand_like_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ravel_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ravel_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ravel_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_real_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reciprocal_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reciprocal_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_remainder_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_as_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_as_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize_as__cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_neg_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_neg_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_decimals_0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_decimals_neg_3_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_decimals_neg_3_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsub_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scalar_tensor_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_add_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_add_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_amax_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_amax_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_amin_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_sum_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_scatter_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_short_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sign_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sign_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_cosine_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_hann_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signbit_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinc_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinc_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_scatter_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_softmax_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sort_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j1_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y0_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y0_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_t_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_t_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_v_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_w_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_hermite_polynomial_he_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i0e_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i1_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_log_ndtr_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k0_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k0_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k1_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k1_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_bool, 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test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_along_dim_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tan_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tanh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tanh_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tensor_split_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tensor_split_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_sparse_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_topk_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_topk_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trace_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trapezoid_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trapz_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_triangular_solve_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tril_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tril_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_triu_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_triu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_triu_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_true_divide_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unflatten_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unflatten_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_uniform_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_consecutive_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_chunk_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_split_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsqueeze_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_mean_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vstack_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_where_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_xlogy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zero__cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zero__cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zero__cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_cuda_int64
2025-06-01T22:07:15.3988261Z 
2025-06-01T22:07:15.3988461Z Running inductor/test_compiled_optimizers 1/1 ... [2025-06-01 22:07:15.345839]
2025-06-01T22:07:15.3988824Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:07:15.3989796Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compiled_optimizers.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:07:15.346201]
2025-06-01T22:09:56.7509249Z 
2025-06-01T22:09:56.7510687Z inductor/test_compiled_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compiled_optimizers_1.1_5993f79c3e126a42_.log
2025-06-01T22:09:56.7820728Z Running 680 items in this shard: test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_S429861, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_rho_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_rho_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_rho_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_initial_accumulator_value_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_initial_accumulator_value_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_initial_accumulator_value_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_lr_decay_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_lr_decay_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_lr_decay_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_constantlr, 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test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_cosineannealinglr, 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test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_onecyclelr, 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test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_cycliclr, 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test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_lambd_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_lambd_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_lambd_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_recompile_default, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_recompile_foreach, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_recompile_single, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_t0_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_t0_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_t0_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_basic_shampoo, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_closure_graph_break, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_compile_time_smoketest, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_foreach_map_adam, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_get_value_on_static_address, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_guard_on_none_grads, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_momentum_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_momentum_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_momentum_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_weight_decay_decoupled_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_weight_decay_decoupled_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_eps_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_eps_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_eps_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_decoupled_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_decoupled_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_decoupled_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_maximize_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_maximize_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_etas_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_etas_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_etas_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_step_sizes_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_step_sizes_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_step_sizes_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_dampening_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_dampening_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_dampening_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_nesterov_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_nesterov_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_nesterov_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_recompile_foreach, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_recompile_single, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_static_address_finalizer, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_ASGD_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_ASGD_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adadelta_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adadelta_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adafactor_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adafactor_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adagrad_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adagrad_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_AdamW_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_AdamW_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adam_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adam_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adamax_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adamax_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_LBFGS_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_LBFGS_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_NAdam_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_NAdam_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_RAdam_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_RAdam_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_RMSprop_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_RMSprop_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Rprop_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Rprop_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_SGD_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_SGD_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_SparseAdam_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_SparseAdam_use_closure_True_cuda_float32
2025-06-01T22:09:56.8058379Z 
2025-06-01T22:09:56.8058516Z Running test_logging 1/1 ... [2025-06-01 22:09:56.752302]
2025-06-01T22:09:56.8058804Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:09:56.8059552Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_logging.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:09:56.752654]
2025-06-01T22:10:00.4244622Z 
2025-06-01T22:10:00.4245481Z test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_logging_1.1_04b8cc2e2c238bd6_.log
2025-06-01T22:10:00.4246294Z Running 1 items in this shard: test/test_logging.py::LoggingTest::testApiUsage
2025-06-01T22:10:00.4246620Z 
2025-06-01T22:10:00.4246812Z Running torch_np/test_random 1/1 ... [2025-06-01 22:10:00.424312]
2025-06-01T22:10:00.4247221Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:10:00.4250322Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_random.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:10:00.424658]
2025-06-01T22:10:04.0454660Z 
2025-06-01T22:10:04.0455582Z torch_np/test_random 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_random_1.1_34e4886b2a845a4a_.log
2025-06-01T22:10:04.0467869Z Running 41 items in this shard: test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func0, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func1, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func2, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func3, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func6, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func7, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_random_random, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_random_sample, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func0, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func1, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func2, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func3, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func6, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func7, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_random_random, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_random_sample, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func0, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func1, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func2, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func3, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func6, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func7, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_random_random, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_random_sample, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func0, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func1, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func2, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func3, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func6, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func7, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_random_random, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_random_sample, test/torch_np/test_random.py::TestShuffle::test_1d_use_numpy_False, test/torch_np/test_random.py::TestShuffle::test_1d_use_numpy_True, test/torch_np/test_random.py::TestShuffle::test_2d_use_numpy_False, test/torch_np/test_random.py::TestShuffle::test_2d_use_numpy_True, test/torch_np/test_random.py::TestShuffle::test_shuffle_list_use_numpy_False, test/torch_np/test_random.py::TestShuffle::test_shuffle_list_use_numpy_True, test/torch_np/test_random.py::TestChoice::test_choice_use_numpy_False, test/torch_np/test_random.py::TestChoice::test_choice_use_numpy_True, test/torch_np/test_random.py::TestNumpyGlobal::test_numpy_global
2025-06-01T22:10:04.0479639Z 
2025-06-01T22:10:04.0479862Z Running dynamo/test_skip_non_tensor 1/1 ... [2025-06-01 22:10:04.045489]
2025-06-01T22:10:04.0480274Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:10:04.0481240Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_skip_non_tensor.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:10:04.045936]
2025-06-01T22:10:08.2176258Z 
2025-06-01T22:10:08.2177243Z dynamo/test_skip_non_tensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_skip_non_tensor_1.1_64ecc139633c500d_.log
2025-06-01T22:10:08.2180529Z Running 8 items in this shard: test/dynamo/test_skip_non_tensor.py::SkipNonTensorTests::test_add_skip, test/dynamo/test_skip_non_tensor.py::SkipNonTensorTests::test_add_tensor1, test/dynamo/test_skip_non_tensor.py::SkipNonTensorTests::test_add_tensor2, test/dynamo/test_skip_non_tensor.py::SkipNonTensorTests::test_add_tensor_dict, test/dynamo/test_skip_non_tensor.py::SkipNonTensorTests::test_add_tensor_list, test/dynamo/test_skip_non_tensor.py::SkipNonTensorTests::test_custom_list, test/dynamo/test_skip_non_tensor.py::SkipNonTensorTests::test_do_not_skip_side_effects, test/dynamo/test_skip_non_tensor.py::SkipNonTensorTests::test_recursive_list
2025-06-01T22:10:08.2182899Z 
2025-06-01T22:10:08.2183127Z Running inductor/test_combo_kernels 1/1 ... [2025-06-01 22:10:08.217331]
2025-06-01T22:10:08.2183553Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:10:08.2184569Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_combo_kernels.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:10:08.217682]
2025-06-01T22:10:15.6448692Z 
2025-06-01T22:10:15.6449786Z inductor/test_combo_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_combo_kernels_1.1_52e5cb9f6b09402f_.log
2025-06-01T22:10:15.6457109Z Running 19 items in this shard: test/inductor/test_combo_kernels.py::ComboKernelTests::test_2d_blocking_partitioning, test/inductor/test_combo_kernels.py::ComboKernelTests::test_activation_functions, test/inductor/test_combo_kernels.py::ComboKernelTests::test_mutated_args, test/inductor/test_combo_kernels.py::ComboKernelTests::test_reduce_functions, test/inductor/test_combo_kernels.py::ComboKernelTests::test_reduce_split, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_2d_blocking_benchmark, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_activation_benchmark, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_mutated_benchmark, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_persistent_reduction_no_x_dim, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_reduce_benchmark, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_round_robin_dispatch, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_2d_blocking, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_2d_blocking_round_robin, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_activations, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_activations_no_autotune, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_mutated, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_persistent_reduction_mixed_x_dim_cuda, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_persistent_reduction_no_x_dim, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_reduce
2025-06-01T22:10:15.6464499Z 
2025-06-01T22:10:15.6464701Z Running inductor/test_metrics 1/1 ... [2025-06-01 22:10:15.644813]
2025-06-01T22:10:15.6465102Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:10:15.6466149Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_metrics.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:10:15.645170]
2025-06-01T22:10:22.6224166Z 
2025-06-01T22:10:22.6225048Z inductor/test_metrics 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_metrics_1.1_41e0527a1141af35_.log
2025-06-01T22:10:22.6228179Z Running 6 items in this shard: test/inductor/test_metrics.py::TestMetrics::test_atomic_add, test/inductor/test_metrics.py::TestMetrics::test_count_args, test/inductor/test_metrics.py::TestMetrics::test_count_pattern, test/inductor/test_metrics.py::TestMetrics::test_kernel_args_num_gb, test/inductor/test_metrics.py::TestMetrics::test_parse_proper_kernel_fn_code, test/inductor/test_metrics.py::TestMetrics::test_parse_reduction_hint
2025-06-01T22:10:22.6230515Z 
2025-06-01T22:10:22.6230963Z Running dynamo/test_utils 1/1 ... [2025-06-01 22:10:22.622345]
2025-06-01T22:10:22.6231658Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:10:22.6233075Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:10:22.622709]
2025-06-01T22:10:26.5952232Z 
2025-06-01T22:10:26.5953161Z dynamo/test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_utils_1.1_58ce4f9b71cbb0fc_.log
2025-06-01T22:10:26.5956621Z Running 11 items in this shard: test/dynamo/test_utils.py::TestUtils::test_frame_traced_hook, test/dynamo/test_utils.py::TestUtils::test_graph_break_counting, test/dynamo/test_utils.py::TestUtils::test_larger_multiplier_for_even_smaller_tensor, test/dynamo/test_utils.py::TestUtils::test_larger_multiplier_for_smaller_tensor, test/dynamo/test_utils.py::TestUtils::test_nan, test/dynamo/test_utils.py::TestDynamoTimed::test_dynamic_shape_feature_use, test/dynamo/test_utils.py::TestDynamoTimed::test_dynamo_timed, test/dynamo/test_utils.py::TestDynamoTimed::test_ir_count, test/dynamo/test_utils.py::TestDynamoTimed::test_num_params, test/dynamo/test_utils.py::TestInductorConfigParsingForLogging::test_inductor_config_jsonify, test/dynamo/test_utils.py::TestInductorConfigParsingForLogging::test_inductor_config_parsing_non_conforming_items
2025-06-01T22:10:26.5959656Z 
2025-06-01T22:10:26.5959958Z Running inductor/test_coordinate_descent_tuner 1/1 ... [2025-06-01 22:10:26.595048]
2025-06-01T22:10:26.5960480Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:10:26.5961607Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_coordinate_descent_tuner.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:10:26.595409]
2025-06-01T22:10:33.0733045Z 
2025-06-01T22:10:33.0734694Z inductor/test_coordinate_descent_tuner 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_coordinate_descent_tuner_1.1_bfe68d28a529aa61_.log
2025-06-01T22:10:33.0738837Z Running 5 items in this shard: test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_abs_function, test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_get_neighbour_values, test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_no_neighbors, test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_persistent_reduction, test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_value_too_large
2025-06-01T22:10:33.0742313Z 
2025-06-01T22:10:33.0742732Z Running dynamo/test_pre_dispatch 1/1 ... [2025-06-01 22:10:33.073249]
2025-06-01T22:10:33.0743479Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:10:33.0745357Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_pre_dispatch.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:10:33.073877]
2025-06-01T22:10:36.6974552Z 
2025-06-01T22:10:36.6975426Z dynamo/test_pre_dispatch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pre_dispatch_1.1_0e4d26ac31754afa_.log
2025-06-01T22:10:36.6976889Z Running 3 items in this shard: test/dynamo/test_pre_dispatch.py::PreDispatchTests::test_autocast_simple, test/dynamo/test_pre_dispatch.py::PreDispatchTests::test_enable_grad_and_no_grad, test/dynamo/test_pre_dispatch.py::PreDispatchTests::test_no_grad_simple
2025-06-01T22:10:36.6977830Z 
2025-06-01T22:10:36.6978427Z Running functorch/test_ops 1/3 ... [2025-06-01 22:10:36.697151]
2025-06-01T22:10:36.6978941Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:10:36.6979994Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:10:36.697494]
2025-06-01T22:10:52.5501859Z 
2025-06-01T22:10:52.5503217Z functorch/test_ops 1/3 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_1.3_7bb8bef591b2457c_.log
2025-06-01T22:10:52.6723309Z Running 3365 items in this shard: test/functorch/test_ops.py::TestOperatorsCUDA::test_extremal_numerics_layer_norm_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_extremal_numerics_nll_loss_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_extremal_numerics_softmax_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad___rmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_all_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bool_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_copysign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mH_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__unsafe_masked_index_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_full_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mH_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__unsafe_masked_index_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_all_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_bool_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_copysign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_double_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_T_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_broadcast_to_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_broadcast_to_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_conj_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_expand_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_flatten_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_hsplit_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_split_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_unbind_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_narrow_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_narrow_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_positive_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_resolve_conj_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_select_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_squeeze_multiple_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_unfold_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_unfold_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_unsqueeze_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_view_as_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_T_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___rmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___rsub___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mH_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_mish_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_repeat_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_double_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_copy_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_median_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_logspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_mH_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_acosh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addcdiv_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addcmul_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addmm_decomposed_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addmv_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_all_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_angle_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_argmax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_argwhere_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atanh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atleast_1d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bool_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cartesian_prod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_clamp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_column_stack_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cumulative_trapezoid_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diag_embed_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diagonal_scatter_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_div_floor_rounding_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_dot_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_double_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_dsplit_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_dstack_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_like_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_permuted_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_erfc_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_exp2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_exp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expand_as_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expand_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_exponential_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fftn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfft_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ihfft2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ihfftn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_irfft_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_irfftn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_float_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_float_power_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_full_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_geqrf_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_gradient_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_heaviside_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_hypot_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_igamma_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_fill_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_prod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_inner_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_int_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isnan_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isneginf_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_4inputs_with_extra_args_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_binary_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_binary_return_by_ref_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cholesky_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cross_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_diagonal_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_householder_product_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_factor_ex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_rank_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_norm_subgradients_at_zero_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_pinv_singular_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_qr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_solve_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_tensorinv_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log_softmax_with_dtype_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logcumsumexp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logical_or_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logical_xor_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logspace_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lu_solve_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mH_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_cumprod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_mean_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_prod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_var_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_matrix_exp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_meshgrid_variadic_tensors_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_movedim_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_3_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nan_to_num_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nanmean_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nanquantile_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_narrow_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_native_batch_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_native_layer_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ne_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_avg_pool1d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_avg_pool2d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv1d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_groups_with_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_padding_no_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_with_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv_transpose2d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_dropout2d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_dropout_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_elu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_embedding_bag_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_feature_alpha_dropout_with_train_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_glu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_group_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardtanh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hinge_embedding_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_instance_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_area_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_bicubic_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_linear_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_nearest-exact_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_trilinear_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_margin_ranking_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool1d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool1d_grad_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool2d_grad_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_mse_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multi_head_attention_forward_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multi_margin_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multilabel_margin_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_nll_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_circular_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_reflect_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_replicate_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pairwise_distance_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_relu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_rms_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_scaled_dot_product_attention_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_silu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softmin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softmin_with_dtype_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softplus_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_upsample_nearest_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nonzero_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_norm_inf_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_normal_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ones_like_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ops_aten_index_put_functorch_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_pinverse_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polar_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_4_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_positive_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_put_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_qr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_quantile_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rad2deg_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randint_like_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randn_like_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ravel_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_real_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_renorm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_reshape_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resize__cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resize_as__cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resolve_neg_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_roll_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_3_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_amax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_prod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_select_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_short_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_exponential_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_general_cosine_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_hann_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_kaiser_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_nuttall_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sinh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_slice_scatter_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_softmax_with_dtype_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sparse_mm_reduce_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_airy_ai_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_j1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_y0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_v_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_hermite_polynomial_h_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_hermite_polynomial_he_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i0e_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i1e_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_legendre_polynomial_p_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_log_ndtr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_i0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_i1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_k0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_k1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_polygamma_special_polygamma_n_0_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_topk_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_transpose_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_transpose_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trapezoid_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_true_divide_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_zero__cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_empty_permuted_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule___radd___cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_copysign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_round_decimals_neg_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_true_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___rmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_all_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_bool_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_double_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_ihfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_full_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mH_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp___rsub___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_addr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_bool_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_broadcast_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_deg2rad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_double_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule___rsub___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_hfft_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_jiterator_unary_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_rot90_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_diagonal_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_kaiser_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_t_copy_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_add_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_softsign_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_round_decimals_3_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_true_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_SortGenVmapAutogradFunction_cuda_float32
2025-06-01T22:10:52.7567151Z 
2025-06-01T22:10:52.7567305Z Running functorch/test_ops 3/3 ... [2025-06-01 22:10:52.559545]
2025-06-01T22:10:52.7567620Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:10:52.7568383Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'not serial', '--shard-id=3', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:10:52.560221]
2025-06-01T22:26:14.5808333Z 
2025-06-01T22:26:14.5814411Z inductor/test_torchinductor_opinfo 4/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_4.7_b0fbaf143360a221_.log
2025-06-01T22:26:14.6110683Z Running 484 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_H_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___getitem___cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___getitem___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___radd___cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmod___cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmod___cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmul___cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rpow___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rsub___cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rxor___cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__batch_norm_with_update_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__chunk_cat_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__native_batch_norm_legit_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__segment_reduce_lengths_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__softmax_backward_data_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__softmax_backward_data_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__upsample_bilinear2d_aa_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__upsample_bilinear2d_aa_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_abs_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acos_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acosh_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acosh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addbmm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addbmm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addcdiv_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addmm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addmv_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_alias_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amax_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amax_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amax_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_aminmax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_angle_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_any_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_any_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_arange_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmin_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argsort_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argwhere_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_scatter_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_scatter_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan2_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atanh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atanh_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_1d_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_3d_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_baddbmm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bernoulli_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_and_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_and_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_block_diag_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_block_diag_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_tensors_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_to_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_byte_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cat_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ceil_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ceil_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ceil_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_char_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cholesky_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chunk_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_max_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_max_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_max_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_column_stack_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_combinations_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_combinations_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_complex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_conj_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_contiguous_cuda_int64, 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test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumprod_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumsum_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_deg2rad_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_deg2rad_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagflat_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diff_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_digamma_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_digamma_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_no_rounding_mode_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dot_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_double_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dsplit_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dsplit_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_like_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_permuted_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_equal_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_equal_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erf_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfc_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfc_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfinv_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expm1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expm1_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft2_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftshift_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftn_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft2_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfftn_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfftn_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfftn_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfftn_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfft_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfftn_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfftn_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flatten_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flip_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_power_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmax_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_frac_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_like_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gather_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gather_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gcd_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ge_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gt_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_histc_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_histc_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hsplit_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hsplit_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hstack_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hstack_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hypot_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_i0_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_igamma_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_add_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amax_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amin_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_mean_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_prod_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isnan_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isreal_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kron_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kron_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kthvalue_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ldexp_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ldexp_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_le_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lerp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lgamma_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cholesky_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cross_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_eigh_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_householder_product_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_ldl_factor_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lu_factor_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_matrix_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_solve_ex_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_solve_ex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_tensorinv_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log10_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log2_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log2_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_normal_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_softmax_with_dtype_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logaddexp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logcumsumexp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logdet_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_not_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_or_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_xor_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_xor_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logspace_tensor_overload_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logsumexp_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logsumexp_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_long_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_long_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lt_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lt_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lt_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mH_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumprod_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_fill_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_fill_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_fill_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_norm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_normalize_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_prod_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_scatter_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_std_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_sum_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_var_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_var_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_var_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_matmul_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_matrix_exp_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_matrix_exp_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_binary_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_binary_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_binary_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_no_dim_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_with_dim_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_maximum_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_maximum_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_no_dim_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_with_dim_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_minimum_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_minimum_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mode_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_movedim_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_msort_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mul_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_multinomial_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nan_to_num_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nan_to_num_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nanmedian_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nanmedian_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nansum_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_native_batch_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_native_layer_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_neg_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_full_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_batch_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_binary_cross_entropy_with_logits_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_celu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv_transpose2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_similarity_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_dropout_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_elu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_embedding_bag_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_embedding_bag_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_embedding_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_fractional_max_pool3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_gaussian_nll_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_glu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_group_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardswish_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_huber_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_huber_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_bicubic_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_bilinear_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_nearest_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_trilinear_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_kl_div_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_leaky_relu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_logsigmoid_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_logsigmoid_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_pool1d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_pool2d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool2d_grad_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool3d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool3d_grad_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_mse_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_mse_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multilabel_soft_margin_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_normalize_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_normalize_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_circular_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_constant_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_constant_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu6_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_rms_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softshrink_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softsign_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softsign_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_upsample_bilinear_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_upsample_nearest_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nonzero_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nonzero_static_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_fro_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_fro_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_in_place_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_in_place_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_like_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_outer_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_outer_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pca_lowrank_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pca_lowrank_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_permute_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_3_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_put_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_put_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_like_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randn_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_real_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_real_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_remainder_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_interleave_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_as_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize__cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize_as__cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_conj_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_conj_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_neg_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rot90_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_decimals_0_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_add_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_mean_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_mean_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_prod_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_prod_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_sum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_searchsorted_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_scatter_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sgn_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sgn_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sgn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_short_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_short_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sigmoid_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sign_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sign_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_bartlett_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_exponential_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_general_hamming_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_hamming_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinh_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sparse_mm_reduce_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sparse_mm_reduce_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sparse_sampled_addmm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_airy_ai_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_v_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_erfcx_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_erfcx_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_hermite_polynomial_he_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i0e_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i1e_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_log_ndtr_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i0_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i0_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i1_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtr_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtr_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_xlog1py_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_zeta_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_zeta_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_list_args_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_list_args_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_copy_cuda_uint8, 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test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_xlogy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zero__cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_like_cuda_bool
2025-06-01T22:26:14.6343707Z 
2025-06-01T22:26:14.6343909Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading
2025-06-01T22:26:14.6344276Z Uploading artifacts took 0.00 seconds
2025-06-01T22:26:14.6344596Z Running export/test_export_legacy 1/1 ... [2025-06-01 22:26:14.582194]
2025-06-01T22:26:14.6344920Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:26:14.6345701Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_legacy.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:26:14.582788]
2025-06-01T22:26:21.2124685Z 
2025-06-01T22:26:21.2126227Z export/test_export_legacy 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_legacy_1.1_f26ef02c3899880f_.log
2025-06-01T22:26:21.2127508Z 
2025-06-01T22:26:21.2128006Z Running inductor/test_cooperative_reductions 1/1 ... [2025-06-01 22:26:21.212411]
2025-06-01T22:26:21.2128966Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:26:21.2141031Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cooperative_reductions.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:26:21.213078]
2025-06-01T22:26:28.0935077Z 
2025-06-01T22:26:28.0936851Z inductor/test_cooperative_reductions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cooperative_reductions_1.1_df1281497fdaadbc_.log
2025-06-01T22:26:28.1074358Z Running 163 items in this shard: test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_bool_reduction_fns, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_chained_reductions, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_15_count_1024, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_15_count_1048575, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_15_count_1048577, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_1_count_1024, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_1_count_1048575, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_1_count_1048577, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_2_count_1024, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_2_count_1048575, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_2_count_1048577, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_5_count_1024, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_5_count_1048575, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_5_count_1048577, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduce_split, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_amax_float16, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_amax_float32, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_amax_float64, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_amin_float16, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_amin_float32, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_amin_float64, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_max_float16, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_max_float32, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_max_float64, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_mean_float16, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_mean_float32, 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test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_softmax_float32, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_softmax_float64, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_std_float16, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_std_float32, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_std_float64, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_sum_float16, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_sum_float32, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_sum_float64, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_var_mean_float16, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_var_mean_float32, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_var_mean_float64, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_bool_reduction_fns, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_chained_reductions, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_15_count_1024, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_15_count_1048575, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_15_count_1048577, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_1_count_1024, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_1_count_1048575, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_1_count_1048577, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_2_count_1024, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_2_count_1048575, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_2_count_1048577, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_5_count_1024, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_5_count_1048575, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_5_count_1048577, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduce_split, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_amax_float16, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_amax_float32, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_amax_float64, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_amin_float16, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_amin_float32, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_amin_float64, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_max_float16, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_max_float32, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_max_float64, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_mean_float16, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_mean_float32, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_mean_float64, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_min_float16, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_min_float32, 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test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_std_float32, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_std_float64, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_sum_float16, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_sum_float32, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_sum_float64, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_var_mean_float16, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_var_mean_float32, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_var_mean_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_bool_reduction_fns, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_chained_reductions, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_15_count_1024, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_15_count_1048575, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_15_count_1048577, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_1_count_1024, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_1_count_1048575, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_1_count_1048577, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_2_count_1024, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_2_count_1048575, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_2_count_1048577, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_5_count_1024, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_5_count_1048575, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_5_count_1048577, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduce_split, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_amax_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_amax_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_amax_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_amin_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_amin_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_amin_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_max_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_max_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_max_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_mean_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_mean_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_mean_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_min_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_min_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_min_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_prod_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_prod_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_prod_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_softmax_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_softmax_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_softmax_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_std_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_std_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_std_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_sum_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_sum_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_sum_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_var_mean_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_var_mean_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_var_mean_float64, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_config_with_larger_xblock_than_xnumel_persistent_False_rsplit_32, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_config_with_larger_xblock_than_xnumel_persistent_False_rsplit_33, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_config_with_larger_xblock_than_xnumel_persistent_True_rsplit_32, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_config_with_larger_xblock_than_xnumel_persistent_True_rsplit_33, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_False_cooperative_False_cfg0, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_False_cooperative_False_cfg1, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_False_cooperative_True_cfg4, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_False_cooperative_True_cfg5, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_False_cooperative_True_cfg8, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_False_cooperative_True_cfg9, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_True_cooperative_False_cfg2, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_True_cooperative_False_cfg3, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_True_cooperative_True_cfg10, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_True_cooperative_True_cfg11, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_True_cooperative_True_cfg6, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_True_cooperative_True_cfg7, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_min_max_non_power_of_2_rsplit_persistent_False, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_min_max_non_power_of_2_rsplit_persistent_True, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_welford_non_power_of_2_rsplit_persistent_False_x_1_r_8000_rsplit_17, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_welford_non_power_of_2_rsplit_persistent_False_x_1_r_8192_rsplit_33, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_welford_non_power_of_2_rsplit_persistent_False_x_3_r_8192_rsplit_17, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_welford_non_power_of_2_rsplit_persistent_False_x_4_r_8123_rsplit_33, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_welford_non_power_of_2_rsplit_persistent_False_x_9_r_8000_rsplit_17, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_welford_non_power_of_2_rsplit_persistent_True_x_1_r_7567_rsplit_17, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_welford_non_power_of_2_rsplit_persistent_True_x_1_r_8192_rsplit_17, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_welford_non_power_of_2_rsplit_persistent_True_x_3_r_8192_rsplit_40, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_welford_non_power_of_2_rsplit_persistent_True_x_4_r_8000_rsplit_17, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_welford_non_power_of_2_rsplit_persistent_True_x_9_r_8000_rsplit_37
2025-06-01T22:26:28.1207019Z 
2025-06-01T22:26:28.1207372Z Running export/test_tools 1/1 ... [2025-06-01 22:26:28.094178]
2025-06-01T22:26:28.1208080Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:26:28.1209909Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_tools.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:26:28.094810]
2025-06-01T22:26:32.0192292Z 
2025-06-01T22:26:32.0194643Z export/test_tools 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_tools_1.1_922025e5292e2474_.log
2025-06-01T22:26:32.0197539Z Running 2 items in this shard: test/export/test_tools.py::TestExportTools::test_report_exportability_basic, test/export/test_tools.py::TestExportTools::test_report_exportability_with_issues
2025-06-01T22:26:32.0198925Z 
2025-06-01T22:26:32.0199338Z Running inductor/test_inplacing_pass 1/1 ... [2025-06-01 22:26:32.019120]
2025-06-01T22:26:32.0200143Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:26:32.0202191Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inplacing_pass.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:26:32.019668]
2025-06-01T22:26:38.7994775Z 
2025-06-01T22:26:38.7996485Z inductor/test_inplacing_pass 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inplacing_pass_1.1_2314ba3c7b29a5d1_.log
2025-06-01T22:26:38.8013686Z Running 21 items in this shard: test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_counters_functionalize_old, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_counters_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_dont_modify_input, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_dont_modify_live, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_dont_modify_view_of_live, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_lists_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_lists_old_functionalize, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_multi_output_intermediate, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_multiple_intermediate, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_multiple_mutations, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_partitioner_recomputes_factory_empty_like_sin_op, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_partitioner_recomputes_factory_empty_like_sin_triton, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_partitioner_recomputes_factory_ones_like_sin_op, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_partitioner_recomputes_factory_ones_like_sin_triton, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_should_modify_inner, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_should_modify_input, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_view_inplaced2_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_view_inplaced_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_views_not_inplaced2_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_views_not_inplaced3_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_views_not_inplaced_functionalize_v2
2025-06-01T22:26:38.8030596Z 
2025-06-01T22:26:38.8031010Z Running inductor/test_triton_heuristics 1/1 ... [2025-06-01 22:26:38.799463]
2025-06-01T22:26:38.8031821Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:26:38.8033731Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_heuristics.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:26:38.800077]
2025-06-01T22:26:45.2803319Z 
2025-06-01T22:26:45.2805607Z inductor/test_triton_heuristics 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_heuristics_1.1_55e1b7a4be94f7c6_.log
2025-06-01T22:26:45.2813651Z Running 10 items in this shard: test/inductor/test_triton_heuristics.py::TestTritonHeuristics::test_amd_special_config_args, test/inductor/test_triton_heuristics.py::TestTritonHeuristics::test_artificial_grid_cpp_wrapper, test/inductor/test_triton_heuristics.py::TestTritonHeuristics::test_artificial_zgrid, test/inductor/test_triton_heuristics.py::TestTritonHeuristics::test_autotune_hints_to_configs, test/inductor/test_triton_heuristics.py::TestTritonHeuristics::test_pre_hook_assert, test/inductor/test_triton_heuristics.py::TestTritonHeuristics::test_template_function_ws, test/inductor/test_triton_heuristics.py::TestTritonHeuristics::test_triton_config, test/inductor/test_triton_heuristics.py::TestArgumentCloneAndRestore::test_clone_args_with_non_zero_offset, test/inductor/test_triton_heuristics.py::TestArgumentCloneAndRestore::test_clone_contiguous_args, test/inductor/test_triton_heuristics.py::TestArgumentCloneAndRestore::test_clone_non_contiguous_args
2025-06-01T22:26:45.2820404Z 
2025-06-01T22:26:45.2820791Z Running functorch/test_minifier 1/1 ... [2025-06-01 22:26:45.280117]
2025-06-01T22:26:45.2821562Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:26:45.2823455Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_minifier.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:26:45.280721]
2025-06-01T22:26:49.0047709Z 
2025-06-01T22:26:49.0049008Z functorch/test_minifier 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_minifier_1.1_5da00acdeeb9803e_.log
2025-06-01T22:26:49.0052435Z Running 5 items in this shard: test/functorch/test_minifier.py::TestMinifier::test_has_add_mul, test/functorch/test_minifier.py::TestMinifier::test_has_mul_minifier, test/functorch/test_minifier.py::TestMinifier::test_input_returned, test/functorch/test_minifier.py::TestMinifier::test_module, test/functorch/test_minifier.py::TestMinifier::test_tup_use
2025-06-01T22:26:49.0054773Z 
2025-06-01T22:26:49.0054980Z Running inductor/test_profiler 1/1 ... [2025-06-01 22:26:49.004489]
2025-06-01T22:26:49.0055369Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:26:49.0056362Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_profiler.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:26:49.005113]
2025-06-01T22:26:55.4348612Z 
2025-06-01T22:26:55.4350347Z inductor/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_profiler_1.1_cd5f457da61cf408_.log
2025-06-01T22:26:55.4356639Z Running 7 items in this shard: test/inductor/test_profiler.py::DynamoProfilerTests::test_cupti_lazy_reinit, test/inductor/test_profiler.py::DynamoProfilerTests::test_inductor_profiling_kernel_names_foreach, test/inductor/test_profiler.py::DynamoProfilerTests::test_inductor_profiling_kernel_names_pointwise, test/inductor/test_profiler.py::DynamoProfilerTests::test_inductor_profiling_kernel_names_template, test/inductor/test_profiler.py::DynamoProfilerTests::test_inductor_profiling_triton_hooks, test/inductor/test_profiler.py::DynamoProfilerTests::test_inductor_profiling_triton_launch, test/inductor/test_profiler.py::DynamoProfilerTests::test_pt2_triton_attributes
2025-06-01T22:26:55.4359138Z 
2025-06-01T22:26:55.4359323Z Running test_jit_fuser_te 1/2 ... [2025-06-01 22:26:55.434708]
2025-06-01T22:26:55.4359687Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:26:55.4361108Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_fuser_te.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:26:55.435380]
2025-06-01T22:27:10.1358978Z 
2025-06-01T22:27:10.1360948Z test_jit_fuser_te 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_fuser_te_1.2_eeda75abda8acc0f_.log
2025-06-01T22:27:10.2566831Z Running 3436 items in this shard: test/test_jit_fuser_te.py::TestFuserCommon::test_autodiff_fallback, test/test_jit_fuser_te.py::TestTEFuserStatic::test_adaptive_avg_pool2d, test/test_jit_fuser_te.py::TestTEFuserStatic::test_autocast_down, test/test_jit_fuser_te.py::TestTEFuserStatic::test_binary_div_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_binary_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_binary_scalar_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_binary_tensor_scalar_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_bitwise_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_broadcast, test/test_jit_fuser_te.py::TestTEFuserStatic::test_cat_2k_args, test/test_jit_fuser_te.py::TestTEFuserStatic::test_cat_graph_opt, test/test_jit_fuser_te.py::TestTEFuserStatic::test_checks_cat_inputs, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk_correctness, test/test_jit_fuser_te.py::TestTEFuserStatic::test_comparison_eq_ne, test/test_jit_fuser_te.py::TestTEFuserStatic::test_comparison_ge_le, test/test_jit_fuser_te.py::TestTEFuserStatic::test_comparison_gt_lt, test/test_jit_fuser_te.py::TestTEFuserStatic::test_concat_invariant, test/test_jit_fuser_te.py::TestTEFuserStatic::test_constant_chunk_shapes, test/test_jit_fuser_te.py::TestTEFuserStatic::test_conv2d, test/test_jit_fuser_te.py::TestTEFuserStatic::test_cuda_half, test/test_jit_fuser_te.py::TestTEFuserStatic::test_dims, test/test_jit_fuser_te.py::TestTEFuserStatic::test_dynamic_cat, test/test_jit_fuser_te.py::TestTEFuserStatic::test_exp, test/test_jit_fuser_te.py::TestTEFuserStatic::test_gelu, test/test_jit_fuser_te.py::TestTEFuserStatic::test_isnan, test/test_jit_fuser_te.py::TestTEFuserStatic::test_lstm_gates_permutations, test/test_jit_fuser_te.py::TestTEFuserStatic::test_masked_fill, test/test_jit_fuser_te.py::TestTEFuserStatic::test_milstm, 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2025-06-01T22:27:10.3370392Z 
2025-06-01T22:27:10.3370536Z Running test_jit_fuser_te 2/2 ... [2025-06-01 22:27:10.145577]
2025-06-01T22:27:10.3370840Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:27:10.3371599Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_fuser_te.py', '-m', 'not serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:27:10.146214]
2025-06-01T22:37:12.2337000Z 
2025-06-01T22:37:12.2337981Z test_jit_fuser_te 2/2 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_fuser_te_2.2_894aee3c79def20c_.log
2025-06-01T22:37:12.3352713Z Running 3385 items in this shard: test/test_jit_fuser_te.py::TestTEFuserStatic::test_abs, test/test_jit_fuser_te.py::TestTEFuserStatic::test_add_bool, test/test_jit_fuser_te.py::TestTEFuserStatic::test_addcmul, test/test_jit_fuser_te.py::TestTEFuserStatic::test_arg_configurations_smoke, test/test_jit_fuser_te.py::TestTEFuserStatic::test_autocast_up, test/test_jit_fuser_te.py::TestTEFuserStatic::test_batch_norm, test/test_jit_fuser_te.py::TestTEFuserStatic::test_binary_pow, test/test_jit_fuser_te.py::TestTEFuserStatic::test_channels_last_dims_dynamic, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk_distributes, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk_motion_deduplicates_inputs, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk_mul_one, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk_multiple, test/test_jit_fuser_te.py::TestTEFuserStatic::test_clamp, test/test_jit_fuser_te.py::TestTEFuserStatic::test_clamp_double, test/test_jit_fuser_te.py::TestTEFuserStatic::test_clamp_int, test/test_jit_fuser_te.py::TestTEFuserStatic::test_concat, test/test_jit_fuser_te.py::TestTEFuserStatic::test_conv2d_depthwise, test/test_jit_fuser_te.py::TestTEFuserStatic::test_disabled, test/test_jit_fuser_te.py::TestTEFuserStatic::test_div_bool, test/test_jit_fuser_te.py::TestTEFuserStatic::test_dynamic_shapes, test/test_jit_fuser_te.py::TestTEFuserStatic::test_eq_unsqueeze_type_as, test/test_jit_fuser_te.py::TestTEFuserStatic::test_erf, test/test_jit_fuser_te.py::TestTEFuserStatic::test_exhaust_specializations, test/test_jit_fuser_te.py::TestTEFuserStatic::test_fusion_reuse_multi_gpu, test/test_jit_fuser_te.py::TestTEFuserStatic::test_hardsigmoid_fwd_bwd, test/test_jit_fuser_te.py::TestTEFuserStatic::test_hardswish_fwd_bwd, test/test_jit_fuser_te.py::TestTEFuserStatic::test_inlined_optimized_graph, 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test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_tanh_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_transpose_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_trunc_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_where_cuda_float32
2025-06-01T22:37:12.4151419Z 
2025-06-01T22:37:12.4151605Z Running inductor/test_xpu_basic 1/1 ... [2025-06-01 22:37:12.239521]
2025-06-01T22:37:12.4151923Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:37:12.4152698Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_xpu_basic.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:37:12.239901]
2025-06-01T22:37:18.9197393Z 
2025-06-01T22:37:18.9198677Z inductor/test_xpu_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_xpu_basic_1.1_f8ee5515b985d4fc_.log
2025-06-01T22:37:18.9199876Z 
2025-06-01T22:37:18.9202648Z Running inductor/test_torchinductor_codegen_dynamic_shapes 2/2 ... [2025-06-01 22:37:18.919556]
2025-06-01T22:37:18.9203616Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:37:18.9208075Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_dynamic_shapes.py', '-m', 'not serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:37:18.920201]
2025-06-01T22:40:10.5530365Z 
2025-06-01T22:40:10.5531070Z functorch/test_ops 3/3 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_3.3_f0f21457806fb59d_.log
2025-06-01T22:40:10.6417558Z Running 3329 items in this shard: test/functorch/test_ops.py::TestOperatorsCUDA::test_data_write_errors_under_transform_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_extremal_numerics_binary_cross_entropy_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_deg2rad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_double_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_round_decimals_neg_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_T_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bool_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_broadcast_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_deg2rad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_round_decimals_neg_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_true_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_T_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_addr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_deg2rad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_conj_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_contiguous_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_contiguous_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_expand_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_flatten_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_dsplit_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_dsplit_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_split_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_split_list_args_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_split_list_args_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_unbind_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_vsplit_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_vsplit_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_mH_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_mT_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_mT_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_permute_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_permute_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_positive_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_reshape_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_unsqueeze_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_view_as_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_view_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_view_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_all_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bool_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_broadcast_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_ihfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_full_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp___rmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_as_strided_scatter_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_mH_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_alpha_dropout_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_H_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_CubeGenVmapAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ForwardHasDefaultArgsAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_H_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpyExpMarkDirtyAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpySortAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_T_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___getitem___functorch_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__segment_reduce_offsets_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__softmax_backward_data_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__upsample_bilinear2d_aa_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_abs_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_acos_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_add_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_all_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_allclose_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_amax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_argsort_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_as_strided_partial_views_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_asinh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atan2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atan_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bernoulli_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bfloat16_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_block_diag_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bool_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_broadcast_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_broadcast_to_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_byte_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_byte_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cat_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cauchy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ceil_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cholesky_solve_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_clamp_min_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_combinations_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_complex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_conj_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_conj_physical_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_constant_pad_nd_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_corrcoef_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cos_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cosh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cross_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cummin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cumsum_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_deg2rad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_deg2rad_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_div_no_rounding_mode_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_div_trunc_rounding_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_double_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_einsum_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_eq_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_erf_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expand_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expm1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fftshift_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfft2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfftn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ifft_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ihfft_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_irfft2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_rfft_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_rfftn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fill_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_flip_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_float_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_floor_divide_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fmax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fmin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fmod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_frac_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_gather_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_grid_sampler_2d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_histc_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_hsplit_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_hstack_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_i0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_igammac_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_add_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_put_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_put_functorch_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_amin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_int_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isinf_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isposinf_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_2inputs_2outputs_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_le_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lgamma_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cholesky_ex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cond_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_det_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eig_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigvals_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_inv_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_inv_ex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_ldl_factor_ex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_ldl_solve_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lstsq_grad_oriented_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_factor_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_solve_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_rank_hermitian_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_multi_dot_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_pinv_hermitian_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_solve_ex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_solve_triangular_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_vecdot_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log10_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log_softmax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logaddexp2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logaddexp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logical_not_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logspace_tensor_overload_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logsumexp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_long_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_long_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_argmax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_cumsum_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_fill_functorch_Scalar_only_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_log_softmax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_logsumexp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_median_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_normalize_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_select_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_softmax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_softmin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_std_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_matmul_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_pool2d_with_indices_backward_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_min_reduction_with_dim_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_minimum_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_msort_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mul_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mv_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nanmedian_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nansum_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_narrow_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_empty_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_full_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_ones_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nextafter_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_avg_pool3d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_max_pool1d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_alpha_dropout_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_batch_norm_without_cudnn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_bilinear_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_celu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_no_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_padding_with_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_cross_entropy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_embedding_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_feature_alpha_dropout_without_train_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_fractional_max_pool2d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_gelu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_grid_sample_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardshrink_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardsigmoid_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_huber_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_kl_div_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_layer_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_local_response_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_pool1d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_pool2d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_pool3d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool3d_grad_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_normalize_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pixel_shuffle_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pixel_unshuffle_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_poisson_nll_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_rrelu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_smooth_l1_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_soft_margin_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softshrink_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_tanhshrink_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_unfold_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_upsample_bilinear_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_norm_nuc_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_outer_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_permute_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_pow_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randint_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resolve_conj_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_neg_3_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rsub_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scalar_tensor_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_sum_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_searchsorted_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sgn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sigmoid_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sign_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_blackman_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_j0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_y1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_t_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_u_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_erfcx_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_scaled_modified_bessel_k0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_t_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_u_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sqrt_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_squeeze_multiple_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_stack_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tanh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tile_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_to_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_to_sparse_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trapz_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tril_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unbind_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unfold_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unique_consecutive_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsafe_chunk_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsqueeze_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_var_mean_unbiased_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_as_complex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_vsplit_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_zeros_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_zeros_like_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall___rmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall___rsub___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__unsafe_masked_index_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_addr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule__native_batch_norm_legit_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_full_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_T_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___rsub___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__unsafe_masked_index_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_copysign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_true_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_all_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_copysign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_eq_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_round_decimals_neg_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp___rsub___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_copysign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_full_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ldexp_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logical_and_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32
2025-06-01T22:40:10.7262690Z 
2025-06-01T22:40:10.7262861Z Running inductor/test_control_flow 1/1 ... [2025-06-01 22:40:10.557423]
2025-06-01T22:40:10.7263196Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:40:10.7263984Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_control_flow.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:40:10.557770]
2025-06-01T22:40:18.3367901Z 
2025-06-01T22:40:18.3376659Z inductor/test_control_flow 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_control_flow_1.1_40af24405c48882f_.log
2025-06-01T22:40:18.3669802Z Running 393 items in this shard: test/inductor/test_control_flow.py::CondTests::test_cond_advanced_dynamic_shapes_device_cpu, test/inductor/test_control_flow.py::CondTests::test_cond_advanced_dynamic_shapes_device_cuda, test/inductor/test_control_flow.py::CondTests::test_cond_aliasing_outputs, test/inductor/test_control_flow.py::CondTests::test_cond_control_flow_with_precomputed_size, test/inductor/test_control_flow.py::CondTests::test_cond_decompose_ops_in_subgraph_device_cpu, test/inductor/test_control_flow.py::CondTests::test_cond_decompose_ops_in_subgraph_device_cuda, test/inductor/test_control_flow.py::CondTests::test_cond_decompose_ops_in_subgraph_recursive_device_cpu, test/inductor/test_control_flow.py::CondTests::test_cond_decompose_ops_in_subgraph_recursive_device_cuda, test/inductor/test_control_flow.py::CondTests::test_cond_inductor_fx_passes_recursively_applied, test/inductor/test_control_flow.py::CondTests::test_cond_mismatched_branch_output_size_device_cpu_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_mismatched_branch_output_size_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_mismatched_branch_output_size_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_mismatched_branch_output_size_device_cuda_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_multiple_outputs_device_cpu_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_multiple_outputs_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_multiple_outputs_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_multiple_outputs_device_cuda_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_nested_control_flow_device_cpu_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_nested_control_flow_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_nested_control_flow_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_nested_control_flow_device_cuda_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_non_tensor_predicates_device_cpu_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_non_tensor_predicates_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_non_tensor_predicates_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_non_tensor_predicates_device_cuda_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_outer_code_before_after_device_cpu_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_outer_code_before_after_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_outer_code_before_after_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_outer_code_before_after_device_cuda_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_reintepret_view_inputs_outputs, test/inductor/test_control_flow.py::CondTests::test_cond_simple_control_flow_device_cpu_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_simple_control_flow_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_simple_control_flow_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_simple_control_flow_device_cuda_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_simple_with_int_closure_device_cpu, test/inductor/test_control_flow.py::CondTests::test_cond_simple_with_int_closure_device_cuda, test/inductor/test_control_flow.py::CondTests::test_cond_subgraphs_with_parameters_device_cpu_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_subgraphs_with_parameters_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_subgraphs_with_parameters_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_subgraphs_with_parameters_device_cuda_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_closure_device_cpu_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_closure_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_closure_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_closure_device_cuda_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_inner_device_cpu, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_inner_device_cuda, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_inner_to_outer_device_cpu, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_inner_to_outer_device_cuda, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_outer_to_inner_device_cpu, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_outer_to_inner_device_cuda, test/inductor/test_control_flow.py::CondTests::test_cond_use_buffers_from_outer_scope, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_infinite_loop_error, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_models_with_mixed_device_device_cuda, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_nested_control_flow_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_nested_control_flow_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_nested_control_flow_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_nested_control_flow_device_cuda_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_simple_control_flow_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_simple_control_flow_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_simple_control_flow_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_simple_control_flow_device_cuda_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_conv_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_conv_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_conv_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_conv_device_cuda_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_in_out_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_in_out_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_in_out_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_in_out_device_cuda_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_in_out_mismatch_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_in_out_mismatch_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_ops_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_ops_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_ops_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_ops_device_cuda_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_outer_buffers_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_outer_buffers_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_outer_code_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_outer_code_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_outer_code_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_outer_code_device_cuda_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cuda_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_pytree_inputs_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_pytree_inputs_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_pytree_inputs_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_pytree_inputs_device_cuda_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_sym_expr_cond_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_sym_expr_cond_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_sym_expr_cond_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_sym_expr_cond_device_cuda_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_unbacked_symint_closure_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_unbacked_symint_closure_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_unbacked_symint_closure_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_unbacked_symint_closure_device_cuda_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_zero_loop_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_zero_loop_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_zero_loop_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_zero_loop_device_cuda_dynamic_True, test/inductor/test_control_flow.py::AssociativeScanTests::test_associative_scan_CUDA_flip_combine_mode_generic_backend_inductor_cpu, test/inductor/test_control_flow.py::AssociativeScanTests::test_associative_scan_CUDA_flip_combine_mode_generic_backend_inductor_device_cuda, test/inductor/test_control_flow.py::AssociativeScanTests::test_associative_scan_CUDA_flip_combine_mode_pointwise_backend_inductor_cpu, test/inductor/test_control_flow.py::AssociativeScanTests::test_associative_scan_CUDA_flip_combine_mode_pointwise_backend_inductor_device_cuda, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_False_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_False_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_False_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_False_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_False_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_False_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_True_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_True_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_True_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_True_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_True_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_True_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_False_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_False_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_False_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_False_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_False_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_False_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_True_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_True_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_True_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_True_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_True_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_True_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_False_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_False_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_False_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_False_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_False_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_False_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_True_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_True_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_True_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_True_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_True_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_True_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_False_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_False_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_False_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_False_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_False_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_False_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_True_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_True_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_True_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_True_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_True_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_True_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_chunked_ce_device_cpu_dynamic_False, test/inductor/test_control_flow.py::ScanTests::test_scan_chunked_ce_device_cpu_dynamic_True, test/inductor/test_control_flow.py::ScanTests::test_scan_chunked_ce_device_cuda_dynamic_False, test/inductor/test_control_flow.py::ScanTests::test_scan_chunked_ce_device_cuda_dynamic_True, test/inductor/test_control_flow.py::ScanTests::test_scan_compare_chunked_ce_with_no_scan_device_cpu_dynamic_False, test/inductor/test_control_flow.py::ScanTests::test_scan_compare_chunked_ce_with_no_scan_device_cpu_dynamic_True, test/inductor/test_control_flow.py::ScanTests::test_scan_compare_chunked_ce_with_no_scan_device_cuda_dynamic_False, test/inductor/test_control_flow.py::ScanTests::test_scan_compare_chunked_ce_with_no_scan_device_cuda_dynamic_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_False_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_False_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_False_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_False_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_False_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_False_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_True_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_True_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_True_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_True_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_True_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_True_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_False_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_False_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_False_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_False_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_False_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_False_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_True_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_True_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_True_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_True_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_True_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_True_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_False_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_False_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_False_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_False_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_False_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_False_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_True_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_True_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_True_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_True_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_True_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_True_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_False_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_False_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_False_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_False_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_False_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_False_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_True_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_True_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_True_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_True_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_True_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_True_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_0_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_0_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_0_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_0_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_1_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_1_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_1_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_1_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_3_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_3_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_3_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_3_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_0_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_0_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_0_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_0_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_1_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_1_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_1_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_1_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_3_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_3_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_3_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_3_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_0_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_0_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_0_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_0_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_1_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_1_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_1_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_1_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_3_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_3_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_3_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_3_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_0_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_0_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_0_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_0_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_1_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_1_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_1_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_1_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_3_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_3_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_3_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_3_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_0_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_0_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_0_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_0_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_1_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_1_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_1_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_1_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_3_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_3_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_3_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_3_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_0_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_0_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_0_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_0_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_1_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_1_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_1_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_1_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_3_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_3_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_3_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_3_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_0_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_0_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_0_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_0_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_1_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_1_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_1_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_1_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_3_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_3_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_3_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_3_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_0_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_0_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_0_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_0_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_1_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_1_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_1_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_1_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_3_pred_False_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_3_pred_False_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_3_pred_True_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_3_pred_True_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_False_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_False_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_False_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_False_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_False_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_False_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_True_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_True_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_True_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_True_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_True_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_True_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_False_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_False_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_False_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_False_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_False_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_False_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_True_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_True_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_True_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_True_dim_1_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_True_dim_3_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_True_dim_3_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_False_dim_0_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_False_dim_0_scan_length_5, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_False_dim_1_scan_length_1, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_False_dim_1_scan_length_5, 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test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_False_reverse_False_dim_2, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_False_reverse_True_dim_0, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_False_reverse_True_dim_1, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_False_reverse_True_dim_2, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_True_reverse_False_dim_0, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_True_reverse_False_dim_1, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_True_reverse_False_dim_2, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_True_reverse_True_dim_0, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_True_reverse_True_dim_1, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_True_reverse_True_dim_2, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_False_reverse_False_dim_0, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_False_reverse_False_dim_1, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_False_reverse_False_dim_2, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_False_reverse_True_dim_0, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_False_reverse_True_dim_1, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_False_reverse_True_dim_2, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_True_reverse_False_dim_0, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_True_reverse_False_dim_1, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_True_reverse_False_dim_2, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_True_reverse_True_dim_0, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_True_reverse_True_dim_1, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_True_reverse_True_dim_2, test/inductor/test_control_flow.py::MapTests::test_map_nested_with_cond_device_cpu_dynamic_False, test/inductor/test_control_flow.py::MapTests::test_map_nested_with_cond_device_cpu_dynamic_True, test/inductor/test_control_flow.py::MapTests::test_map_nested_with_cond_device_cuda_dynamic_False, test/inductor/test_control_flow.py::MapTests::test_map_nested_with_cond_device_cuda_dynamic_True, test/inductor/test_control_flow.py::MapTests::test_map_pytree_in_out_device_cpu_dynamic_False, test/inductor/test_control_flow.py::MapTests::test_map_pytree_in_out_device_cpu_dynamic_True, test/inductor/test_control_flow.py::MapTests::test_map_pytree_in_out_device_cuda_dynamic_False, test/inductor/test_control_flow.py::MapTests::test_map_pytree_in_out_device_cuda_dynamic_True, test/inductor/test_control_flow.py::MapTests::test_map_simple_device_cpu_dynamic_False, test/inductor/test_control_flow.py::MapTests::test_map_simple_device_cpu_dynamic_True, test/inductor/test_control_flow.py::MapTests::test_map_simple_device_cuda_dynamic_False, test/inductor/test_control_flow.py::MapTests::test_map_simple_device_cuda_dynamic_True, test/inductor/test_control_flow.py::MapTests::test_map_simple_linear_with_view_device_cpu_dynamic_False, test/inductor/test_control_flow.py::MapTests::test_map_simple_linear_with_view_device_cpu_dynamic_True, test/inductor/test_control_flow.py::MapTests::test_map_simple_linear_with_view_device_cuda_dynamic_False, test/inductor/test_control_flow.py::MapTests::test_map_simple_linear_with_view_device_cuda_dynamic_True
2025-06-01T22:40:18.3924545Z 
2025-06-01T22:40:18.3924854Z Running inductor/test_torchinductor_dynamic_shapes 1/2 ... [2025-06-01 22:40:18.338086]
2025-06-01T22:40:18.3925235Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:40:18.3926074Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:40:18.338723]
2025-06-01T22:41:19.3734278Z 
2025-06-01T22:41:19.3736385Z inductor/test_torchinductor_codegen_dynamic_shapes 2/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_2.2_230e8d720b57c50d_.log
2025-06-01T22:41:19.4082964Z Running 823 items in this shard: test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_AllenaiLongformerBase_repro_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test__dyn_quant_matmul_4bit_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test__dyn_quant_pack_4bit_weight_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test__unsafe_masked_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test__unsafe_masked_index_put_accumulate_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adaptive_avg_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adaptive_avg_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adaptive_avg_pool2d_low_prec_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adaptive_avg_pool_errors_with_long_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adaptive_max_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adaptive_max_pool2d3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_complex4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_complex5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_complex_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_const_int_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_inplace_permuted_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adding_tensor_offsets_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_addmm_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_alexnet_prefix_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_angle_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_any_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_aoti_eager_cache_hit_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_aoti_eager_dtype_device_layout_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_aoti_eager_override_registration_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_aoti_eager_support_str_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_aoti_eager_with_persistent_cache_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_arange1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_argmax_argmin1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_argmax_argmin2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_argmax_argmin_with_nan_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_argmax_to_float_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_as_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d6_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d7_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d_backward4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_batch_norm_2d_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bitwise2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bitwise3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bitwise_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bmm1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bool_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_add_autotune_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int32_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int32_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int32_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int64_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int8_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_uint8_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_uint8_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_nd_tiling_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_buffer_batch_norm_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_buffer_copied_in_graph_with_different_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_buffer_use_after_remove_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_builtins_round_float_ndigits_neg_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_builtins_round_float_ndigits_pos_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_extern_kernel_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_single_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_unbacked_legacy_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cauchy_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_check_stack_no_cycles_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_clamp_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_clamp_type_promotion_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_clone_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_complex_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_computed_buffer_inlining_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_concat_add_inplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_config_option_dont_assume_alignment_cudagraphs_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_consecutive_split_cumsum_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_constant_pad_1d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_constant_pad_3d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_constant_pad_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv2d_backward_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv3d_channels_last_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv_inference_heuristics_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv_shape_check_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv_with_as_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_convolution1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_convolution2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_convolution3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_convolution5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cummin_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cumprod_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cumsum_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cumsum_inf_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cumsum_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_op_1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_op_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_op_3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_op_fixed_layout_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_op_unbacked_symints_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_scan_op_compiled_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_scan_op_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_scan_op_multi_input_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dense_mask_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_deterministic_codegen_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_deterministic_codegen_on_graph_break_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dist_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div_precision_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div_prim_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div_softmax_symfloat_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dropout2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dropout3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dropout_deterministic_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dropout_trivial_0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtype_sympy_expr_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float32_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float32_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_fusion_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int8_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int8_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_elu_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_embedding_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_embedding_sparse_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_empty1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_empty2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_erfc_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_erfinv_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_expand_as_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_expanded_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_expm1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fallback_mutable_op_no_mutated_tensors_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fallback_mutable_op_with_return_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fft_real_input_real_output_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fill1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fill2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_flip_cat_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_float16_to_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_float_index_expression_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_float_index_expression_type_promotion_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_float_repr_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_floordiv_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fmod_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fmod_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_forced_buffer_realize_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fractional_max_pool2d3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fractional_max_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fractional_max_pool2d5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_full_boolean_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_full_like_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_full_truncation_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fuse_large_params_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fusing_write_into_disjoint_read_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_gather3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_generate_rand_fp8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_getitem_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_glu_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_arange1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_arange2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_argmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_both_scalars_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_constant_tensor1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_misaligned_input_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_pad_dynamic_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_refcount_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_scalar_inputs_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_hardsigmoid_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_hardswish_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_propagation_device_assert_masked_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_propagation_floordiv_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_propagation_nested_indirect_indexing_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_propagation_remainder_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put_deterministic_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put_fallback1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put_fallback2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put_reinplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inductor_assert_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inductor_layout_optimization_input_mutations_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inf_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inplace_activations_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inplace_add_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inplace_mixed_dtype_ops_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inplace_resize_as_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inplace_where_pointwise_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_input_mutation1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_input_mutation3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_input_mutation4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_insignificant_strides_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_int_input_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_isinf_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_issue102546_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_kernel_names_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_kwargs_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_broadcast_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_grid_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_offset_pointwise_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_strided_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_tensor_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_layer_norm_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_leaky_relu_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_like_rands2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_like_rands3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linear2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linear_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linear_mixed_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linspace2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_list_clearing_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_log1p_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_log2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_log_fp64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_log_softmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_logcumsumexp_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_low_memory_max_pool_dilation_1_dim_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_low_memory_max_pool_dilation_2_dim_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_low_memory_max_pool_dilation_2_dim_3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d6_dilation_1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d6_dilation_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d_with_indices_backward3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d_with_indices_backward5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d_with_indices_backward6_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_min_max_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_min_max_reduction_nan_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mixed_mm2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mixed_mm3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mm_mixed_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mm_views_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mul_softmax_symfloat_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multi_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multilayer_any_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multilayer_sum_low_prec_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mutable_custom_op_fixed_layout2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mutations_loop_fusion_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_needs_contiguous_strides_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_neg_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_neg_max_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_new_empty_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_new_ones_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nll_loss_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nll_loss_forward_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_norm_constant_overflow_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_one_hot_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pad_cast_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pad_single_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pad_view_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_bessel_j0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_bessel_y0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_chebyshev_polynomial_u_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_chebyshev_polynomial_w_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_erf_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_erfc_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_exp2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_expm1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_gammaincc_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_hermite_polynomial_h_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_i0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_i0e_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_i1e_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_logit_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_modified_bessel_i0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_multigammaln_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_ndtr_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_polygamma_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_scaled_modified_bessel_k1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_shifted_chebyshev_polynomial_v_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_sinc_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_spherical_bessel_j0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_xlogy_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_zeta_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pow3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pow_int_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_prepare_softmax_with_fast_math_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_rand_like_deterministic_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_randint_distribution_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_randn_with_dtype_and_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reduction1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reduction2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reduction3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reduction4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reduction5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reduction_config_limit_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_relu_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remainder_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remove_no_ops_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remove_noop_slice1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remove_noop_slice_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remove_noop_view_default_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_repeat_as_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_repeat_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_resize_as_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_resize_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_roi_align_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_round_correctness_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_rsqrt_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scalar_input_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scaled_dot_product_efficient_attention_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter6_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter_add3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter_bf16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter_reduce3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scheduler_vertical_fusion1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sdpa_unaligned_mask_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_setitem_with_int_parameter_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sgn_extremal_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_should_pad_bench_for_bmm_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sigmoid_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sign_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sin_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_single_elem_indirect_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_size_asserts_for_multi_output_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_mutation1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_mutation2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_softmax_backward_data_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_softmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_softmax_one_kernel_loop_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_softmax_one_kernel_persist_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sort_stable_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_split_cumsum_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_split_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_squeeze1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_squeeze2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_squeeze_varargs_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sum3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sum4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sum_int_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tan_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tanh_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tensor1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tensor2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tensor_index_put_slice_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tmp_not_defined_issue3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_to_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_to_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_transpose_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_transposed_propagates_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_triu_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_uint_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unbacked_floordiv_simplify_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unbacked_floordiv_simplify_errors_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unbind_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unspec_inputs_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unspec_inputs_float32_dynamic_shapes_cpu, 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test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_var_correction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_var_mean_tile_reduction_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_var_mean_tile_reduction_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_vectorized_ops_masked_var_novec_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_view_as_complex_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_view_detach_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_views2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_views5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_views6_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_views7_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_weight_norm_bwd_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_where_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_where_with_logical_op_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_xblock_divides_xnumel_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_AllenaiLongformerBase_repro_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test__dyn_quant_pack_4bit_weight_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test__unsafe_masked_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test__unsafe_masked_index_put_accumulate_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_adaptive_avg_pool_errors_with_long_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_adaptive_avg_pool_with_output_size_0_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_adaptive_max_pool2d1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_adaptive_max_pool2d3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_adaptive_pool_errors_with_long_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_complex3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_complex4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_complex5_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_complex_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_inplace_permuted_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_alexnet_prefix_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_any_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_aoti_eager_cache_hit_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_aoti_eager_dtype_device_layout_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_aoti_eager_support_out_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_arange1_dynamic_shapes_cuda, 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test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_nd_tiling_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_buffer_batch_norm_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_buffer_use_after_remove_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_builtins_round_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_builtins_round_float_ndigits_pos_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_builtins_round_float_ndigits_zero_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_builtins_round_int_ndigits_zero_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_extern_kernel_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_negative_dim_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_of_loops_and_extern_kernel_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_single_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_unbacked_2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_unbacked_legacy_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cauchy_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_check_stack_no_cycles_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_chunk_recompiles_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_clamp_type_promotion_non_tensor_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_complex_fallback_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_computed_buffer_inlining_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_concat_add_inplace_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_config_option_dont_assume_alignment_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_config_option_dont_assume_alignment_recompiles_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_consecutive_split_cumsum_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_constant_pad_1d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_constant_pad_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_constant_pad_nd_inplace_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv2d_channels_last_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv3d_channels_last_use_block_ptr_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv3d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv_bn_fuse_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv_inference_heuristics_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv_shape_check_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv_with_as_strided_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_convolution1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_convolution2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_convolution4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cummin_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cumprod_zero_dim_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_custom_op_2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_custom_op_fixed_layout_sequential_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_custom_scan_op_compiled_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_custom_scan_op_multi_input_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_custom_scan_would_split_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dense_mask_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_deterministic_codegen_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_deterministic_codegen_on_graph_break_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_deterministic_codegen_with_suffix_dynamic_shapes_cuda, 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test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unspec_inputs_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unspec_inputs_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unspec_inputs_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unspec_inputs_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unspec_inputs_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unspec_inputs_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unsqueeze_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unsqueeze_inplace_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_upsample_bilinear2d_a_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_upsample_nearest2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_var_correction_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_var_mean_tile_reduction_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_vectorized_ops_masked_var_novec_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_view_as_complex_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_view_as_real_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_view_detach_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_view_on_aliased_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_view_uint8_through_differing_bitwidths_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_views2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_views3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_views4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_views7_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_weight_norm_bwd_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_where_with_logical_op_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_zero_dim_reductions_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_zeros_dynamic_shapes_cuda
2025-06-01T22:41:19.4396800Z 
2025-06-01T22:41:19.4396974Z Running inductor/test_cudacodecache 1/1 ... [2025-06-01 22:41:19.375272]
2025-06-01T22:41:19.4397366Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:41:19.4398172Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudacodecache.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:41:19.375619]
2025-06-01T22:41:24.6998157Z 
2025-06-01T22:41:24.6999272Z inductor/test_cudacodecache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudacodecache_1.1_87aa6008aa7b6037_.log
2025-06-01T22:41:24.6999935Z 
2025-06-01T22:41:24.7000650Z Running inductor/test_aot_inductor_utils 1/1 ... [2025-06-01 22:41:24.699332]
2025-06-01T22:41:24.7001239Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:41:24.7002372Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:41:24.699823]
2025-06-01T22:41:31.1793158Z 
2025-06-01T22:41:31.1794658Z inductor/test_aot_inductor_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_utils_1.1_51284cce2f011964_.log
2025-06-01T22:41:31.1795968Z 
2025-06-01T22:41:31.1796449Z Running inductor/test_cpu_select_algorithm 1/1 ... [2025-06-01 22:41:31.178666]
2025-06-01T22:41:31.1797460Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:41:31.1799431Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpu_select_algorithm.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:41:31.179226]
2025-06-01T22:41:37.9090375Z 
2025-06-01T22:41:37.9092019Z inductor/test_cpu_select_algorithm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_select_algorithm_1.1_6f72287f9b5a4513_.log
2025-06-01T22:41:37.9093599Z Running 0 items in this shard:
2025-06-01T22:41:37.9093944Z 
2025-06-01T22:41:37.9094210Z Running test_hub 1/1 ... [2025-06-01 22:41:37.908642]
2025-06-01T22:41:37.9094864Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:41:37.9096839Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_hub.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:41:37.909233]
2025-06-01T22:41:41.0815382Z 
2025-06-01T22:41:41.0816143Z test_hub 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_hub_1.1_bedfc39af2daa089_.log
2025-06-01T22:41:41.0816656Z 
2025-06-01T22:41:41.0816832Z Running inductor/test_perf 1/1 ... [2025-06-01 22:41:41.081365]
2025-06-01T22:41:41.0817205Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:41:41.0821303Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_perf.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:41:41.081695]
2025-06-01T22:41:47.4604518Z 
2025-06-01T22:41:47.4605722Z inductor/test_perf 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_perf_1.1_76b5bb0edc74e89e_.log
2025-06-01T22:41:47.4624408Z Running 66 items in this shard: test/inductor/test_perf.py::NumBytesMetricTests::test_cat, test/inductor/test_perf.py::NumBytesMetricTests::test_cat_pointwise, test/inductor/test_perf.py::NumBytesMetricTests::test_cat_pointwise_config_option, test/inductor/test_perf.py::NumBytesMetricTests::test_cat_pointwise_many_complex_inputs, test/inductor/test_perf.py::NumBytesMetricTests::test_cat_pointwise_many_simple_inputs, test/inductor/test_perf.py::NumBytesMetricTests::test_extern, test/inductor/test_perf.py::NumBytesMetricTests::test_index, test/inductor/test_perf.py::NumBytesMetricTests::test_pointwise, test/inductor/test_perf.py::NumBytesMetricTests::test_reduction, test/inductor/test_perf.py::FusionTests::test_create_block_mask, test/inductor/test_perf.py::FusionTests::test_double_softmax, test/inductor/test_perf.py::FusionTests::test_factory_reduction, test/inductor/test_perf.py::FusionTests::test_horizontal_reduction_outer_pointwise, test/inductor/test_perf.py::FusionTests::test_horizontal_reduction_pointwise, test/inductor/test_perf.py::FusionTests::test_horizontal_reduction_pointwise2, test/inductor/test_perf.py::FusionTests::test_horizontal_reduction_reduction, test/inductor/test_perf.py::FusionTests::test_horizontal_sum_pw_broadcast, test/inductor/test_perf.py::FusionTests::test_index_pointwise, test/inductor/test_perf.py::FusionTests::test_index_reduction, test/inductor/test_perf.py::FusionTests::test_layer_norm, test/inductor/test_perf.py::FusionTests::test_mutation_fusion, test/inductor/test_perf.py::FusionTests::test_neighbor, test/inductor/test_perf.py::FusionTests::test_norm_chain, test/inductor/test_perf.py::FusionTests::test_pointwise_multi_level_reduction, test/inductor/test_perf.py::FusionTests::test_reduction_pointwise_multi_level_reduction, test/inductor/test_perf.py::FusionTests::test_softmax_backward, test/inductor/test_perf.py::FusionTests::test_softmax_inner, test/inductor/test_perf.py::FusionTests::test_vertical_sum_pw, test/inductor/test_perf.py::SchedulerFusionTests::test_fusion_choice1, test/inductor/test_perf.py::SchedulerFusionTests::test_fusion_choice2, test/inductor/test_perf.py::SchedulerFusionTests::test_fusion_choice3, test/inductor/test_perf.py::SchedulerFusionTests::test_fusion_choice4_cpu, test/inductor/test_perf.py::TilingTests::test_tiling_simple, test/inductor/test_perf.py::TilingTests::test_tiling_three, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_cat, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_dtype, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_full_remat, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_keops, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_long_chain_add, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_partial_remat, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_relu, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_unremat_bw, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_unremat_bw2, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_with_view, test/inductor/test_perf.py::NoopTests::test_noop_cat, test/inductor/test_perf.py::NoopTests::test_noop_clones, test/inductor/test_perf.py::NoopTests::test_noop_device_conversion, test/inductor/test_perf.py::NoopTests::test_noop_dtype_conversion, test/inductor/test_perf.py::NoopTests::test_noop_int_ops, test/inductor/test_perf.py::NoopTests::test_noop_slice_scatter, test/inductor/test_perf.py::InplacingTests::test_inplace_custom_op, test/inductor/test_perf.py::InplacingTests::test_inplace_custom_op_intermediate, test/inductor/test_perf.py::InplacingTests::test_inplace_custom_op_training, test/inductor/test_perf.py::InplacingTests::test_inplace_custom_op_training_two_mutated_inputs, test/inductor/test_perf.py::InplacingTests::test_inplace_custom_op_two_mutated_inputs, test/inductor/test_perf.py::InplacingTests::test_inplace_randperm_scatter, test/inductor/test_perf.py::InplacingTests::test_inplace_scatter, test/inductor/test_perf.py::InplacingTests::test_inplace_scatter_noop_view, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_training, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v1, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v2, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v3, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v4, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v5, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v6, test/inductor/test_perf.py::InplacingTests::test_triton_kernel_not_fusable_with_users
2025-06-01T22:41:47.4637648Z 
2025-06-01T22:41:47.4637784Z Running test_ops_jit 1/1 ... [2025-06-01 22:41:47.459821]
2025-06-01T22:41:47.4638070Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:41:47.4638885Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_jit.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:41:47.460144]
2025-06-01T22:42:55.5406973Z 
2025-06-01T22:42:55.5407834Z test_ops_jit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_jit_1.1_d3419e024a4f7060_.log
2025-06-01T22:42:55.5696952Z Running 1137 items in this shard: test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_abs_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_acos_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_acosh_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_asin_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_asinh_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_atan2_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_atan_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_atanh_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_cat_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_clamp_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_digamma_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_div_floor_rounding_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_div_no_rounding_mode_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_div_trunc_rounding_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_erf_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_erfc_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_erfinv_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_exp2_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_expm1_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_ge_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_gt_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_i0_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_igamma_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_igammac_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_le_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_lgamma_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_linalg_det_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_linalg_householder_product_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_linalg_inv_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_linalg_matrix_power_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_log1p_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_log_softmax_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_log_softmax_with_dtype_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_logit_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_logsumexp_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_lt_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_mH_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_matmul_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_matrix_exp_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_max_binary_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_min_binary_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_movedim_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_mul_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_ne_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_neg_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_nn_functional_conv1d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_nn_functional_conv2d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_nn_functional_conv3d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_nn_functional_conv_transpose1d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_nn_functional_conv_transpose2d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_nn_functional_conv_transpose3d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_nn_functional_group_norm_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_nn_functional_layer_norm_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_nn_functional_rms_norm_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_outer_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_round_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_round_decimals_0_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_round_decimals_3_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_round_decimals_neg_3_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_sigmoid_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_sinc_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_softmax_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_softmax_with_dtype_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_sub_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_tanh_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_transpose_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_trunc_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_vstack_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_xlogy_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_H_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_H_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_T_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_T_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit___getitem___cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit___getitem___cuda_float32, 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test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_zeros_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_zeros_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_zeros_like_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_zeros_like_cuda_float32
2025-06-01T22:42:55.5960737Z 
2025-06-01T22:42:55.5961065Z Running inductor/test_cudagraph_trees_expandable_segments 1/1 ... [2025-06-01 22:42:55.542255]
2025-06-01T22:42:55.5961463Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:42:55.5962323Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudagraph_trees_expandable_segments.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:42:55.542577]
2025-06-01T22:43:02.1690137Z 
2025-06-01T22:43:02.1691363Z inductor/test_cudagraph_trees_expandable_segments 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudagraph_trees_expandable_segments_1.1_a19eed419c7cf89a_.log
2025-06-01T22:43:02.1762213Z Running 120 items in this shard: test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_accumulate_grad, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_accumulate_multiple_recordings, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_alias_of_parameter, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_aliased_output_checkpoint, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_aliased_static_parameter, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_aliased_storage_single_weakref, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_aliasing_static_ref, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_amp_cache_disabled, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_backward_gets_cached_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cache_hit_forward_miss_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cached_boxed_forward_device_index, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cached_forward_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_checkpoint_shared_output_storage_deallocation, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_checkpointing_resets_persistent_refs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cleanup, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_compiled_autograd_static_input_params, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_constant_output, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_conv_benchmark, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cpp_wrapper, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_dynamic_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_dynamic_warmup, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_empty_cpu_tensor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_empty_storage, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_end_recording_early, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_error_on_dealloc_use, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_error_on_dealloc_use2, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_execution_into_recording, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_expanded_inputs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_due_to_cudagraph_managed_tensor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_warn_only_once, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_generation, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_with_skipped_cudagraphed_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_frozen_fn, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_function_compiled_multiple_times, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_only, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_op_and_dynamic_shapes, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_tensor_symints, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_custom_op, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_custom_op_dynamoc_shapes, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_custom_op_mutation, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_custom_op_no_split, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_dynamic_shapes, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_forward_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_forward_backward_not_called, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_forward_with_skipped_cudagraphed_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_gc, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_multiple_devices_msg, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_reduce_overhead_mode_effectiveness, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_reorder_cpu_and_gpu, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_reorder_cpu_and_gpu_interleave, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_reorder_custom_op_with_no_dependency, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_reorder_custom_op_with_no_dependency1, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_item, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_backend, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_graph_breaks, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_index_put, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_live_outputs_multiple_graphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_manager_per_device, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mark_step, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_meta_tensor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_child_node, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_custom_module, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_custom_module_buffer, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_parent_node, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module_buffers, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_param_inputs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multinomial, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multiple_insert_removal_caching, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_on_inp_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_on_inp_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_reinplaced, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_no_rerecord_with_mark_static_address, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_not_fallback_to_eager_if_have_not_recompiling_too_many_times, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_output_alias, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_peristed_output_livenes, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_remove_hooks_on_cached_tensors, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_rerecord_if_static_input_address_changed, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_rng_non_trees, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_rng_trees, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_run_simple, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_separate_recordings, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_side_stream_memory_allocation, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_single_stream_use, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_cpp_wrapper, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_cudagraph_unsafe_ops, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached1, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached2, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_symbolic, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_sparsity, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_static_inputs_address_mutation_log, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_storage_access_error, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_tensor_constant_mutation, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_tensor_dies_between_checkpoint, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_tensor_no_longer_in_pool, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unaligned_static_input_no_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unaligned_static_input_non_trees, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unaligned_static_input_trees, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unaligned_static_parameter, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unstable_ptr, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_warmup_stream_sync, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_warn_on_pending_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_warn_once_if_dynamic_shape_limit_reached, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_workspace_allocation_error
2025-06-01T22:43:02.1848853Z 
2025-06-01T22:43:02.1849322Z Running inductor/test_layout_optim 1/1 ... [2025-06-01 22:43:02.169027]
2025-06-01T22:43:02.1863959Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:43:02.1866066Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_layout_optim.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:43:02.169343]
2025-06-01T22:43:08.6959316Z 
2025-06-01T22:43:08.6960563Z inductor/test_layout_optim 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_layout_optim_1.1_c3af5cd755b8dfb2_.log
2025-06-01T22:43:08.6962003Z Running 0 items in this shard:
2025-06-01T22:43:08.6962356Z 
2025-06-01T22:43:08.6962747Z Running nn/test_multihead_attention 1/1 ... [2025-06-01 22:43:08.695313]
2025-06-01T22:43:08.6963568Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:43:08.6965524Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_multihead_attention.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:43:08.695616]
2025-06-01T22:43:12.5173022Z 
2025-06-01T22:43:12.5174971Z nn/test_multihead_attention 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_multihead_attention_1.1_4272514e63b9b2e1_.log
2025-06-01T22:43:12.5192924Z Running 19 items in this shard: test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attention_average_attn_weights_False, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attention_average_attn_weights_True, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_3d_attn_mask, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_fast_path_invalid_shape, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_invalid_shape, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_nested_tensor_outside_fast_path, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_no_bias, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_batch_first_cuda_float16, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_batch_first_cuda_float32, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_batch_first_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_cuda_float16, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_cuda_float32, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attn_fast_path_query_and_bias_have_different_dtypes_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attn_fast_path_small_test_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attn_in_proj_bias_none_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attn_in_proj_weight_none_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_self_attn_two_masks_fast_path_cuda, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_self_attn_two_masks_fast_path_mock_cuda
2025-06-01T22:43:12.5210282Z 
2025-06-01T22:43:12.5210791Z Running inductor/test_custom_lowering 1/1 ... [2025-06-01 22:43:12.516933]
2025-06-01T22:43:12.5211721Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:43:12.5213957Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_custom_lowering.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:43:12.517282]
2025-06-01T22:43:19.0434978Z 
2025-06-01T22:43:19.0436580Z inductor/test_custom_lowering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_lowering_1.1_761c87907240344b_.log
2025-06-01T22:43:19.0441158Z Running 5 items in this shard: test/inductor/test_custom_lowering.py::TestCustomLowering::test_jagged_to_padded_dense_sanity_cuda, test/inductor/test_custom_lowering.py::TestCustomLowering::test_jagged_to_padded_dense_zero_size, test/inductor/test_custom_lowering.py::TestCustomLowering::test_multi_inp_asm, test/inductor/test_custom_lowering.py::TestCustomLowering::test_register_lowering_custom_dict, test/inductor/test_custom_lowering.py::TestCustomLowering::test_tanh_approx
2025-06-01T22:43:19.0444411Z 
2025-06-01T22:43:19.0444769Z Running dynamo/test_after_aot 1/1 ... [2025-06-01 22:43:19.042865]
2025-06-01T22:43:19.0445521Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:43:19.0447913Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_after_aot.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:43:19.043201]
2025-06-01T22:43:22.6647816Z 
2025-06-01T22:43:22.6649556Z dynamo/test_after_aot 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_after_aot_1.1_f5b7ddb3afbcd44b_.log
2025-06-01T22:43:22.6651838Z Running 2 items in this shard: test/dynamo/test_after_aot.py::TestAfterAot::test_dump_tensor, test/dynamo/test_after_aot.py::TestAfterAot::test_save_graph_repro
2025-06-01T22:43:22.6652975Z 
2025-06-01T22:43:22.6653290Z Running xpu/test_gemm 1/1 ... [2025-06-01 22:43:22.664109]
2025-06-01T22:43:22.6653966Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:43:22.6655770Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'xpu/test_gemm.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:43:22.664408]
2025-06-01T22:43:26.1854727Z 
2025-06-01T22:43:26.1855917Z xpu/test_gemm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/xpu.test_gemm_1.1_11198525d80ce744_.log
2025-06-01T22:43:26.1856961Z Running 0 items in this shard:
2025-06-01T22:43:26.1857246Z 
2025-06-01T22:43:26.1858017Z Running dynamo/test_optimizers 1/1 ... [2025-06-01 22:43:26.185135]
2025-06-01T22:43:26.1858884Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:43:26.1861419Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_optimizers.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:43:26.185473]
2025-06-01T22:43:29.8069086Z 
2025-06-01T22:43:29.8070695Z dynamo/test_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_optimizers_1.1_bb5ddec823bd6b14_.log
2025-06-01T22:43:29.8073691Z Running 3 items in this shard: test/dynamo/test_optimizers.py::End2EndTests::test_init_group, test/dynamo/test_optimizers.py::End2EndTests::test_optimizing_over_tensor_with_requires_grad, test/dynamo/test_optimizers.py::End2EndTests::test_state_dict
2025-06-01T22:43:29.8075162Z 
2025-06-01T22:43:29.8075534Z Running profiler/test_profiler 1/1 ... [2025-06-01 22:43:29.806329]
2025-06-01T22:43:29.8076273Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:43:29.8078275Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_profiler.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:43:29.806623]
2025-06-01T22:43:33.3276554Z 
2025-06-01T22:43:33.3278444Z profiler/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_profiler_1.1_f6083b3d86eb82ab_.log
2025-06-01T22:43:33.3313658Z Running 67 items in this shard: test/profiler/test_profiler.py::TestProfilerCUDA::test_cudagraph_profiling_workaround, test/profiler/test_profiler.py::TestProfilerCUDA::test_custom_module_input_op_ids, test/profiler/test_profiler.py::TestProfilerCUDA::test_mem_leak, test/profiler/test_profiler.py::TestProfilerITT::test_custom_module_input_op_ids, test/profiler/test_profiler.py::TestProfiler::test_basic_chrome_trace, test/profiler/test_profiler.py::TestProfiler::test_concrete_inputs_profiling, test/profiler/test_profiler.py::TestProfiler::test_concrete_inputs_profiling_toggling, test/profiler/test_profiler.py::TestProfiler::test_cpu_annotation_overlap, test/profiler/test_profiler.py::TestProfiler::test_disable_external_correlation, test/profiler/test_profiler.py::TestProfiler::test_dynamic_toggle, test/profiler/test_profiler.py::TestProfiler::test_event_list, test/profiler/test_profiler.py::TestProfiler::test_export_stacks, test/profiler/test_profiler.py::TestProfiler::test_flops, test/profiler/test_profiler.py::TestProfiler::test_forked_process, test/profiler/test_profiler.py::TestProfiler::test_guarded_record_function_fast, test/profiler/test_profiler.py::TestProfiler::test_high_level_trace, test/profiler/test_profiler.py::TestProfiler::test_is_profiler_enabled, test/profiler/test_profiler.py::TestProfiler::test_kineto, test/profiler/test_profiler.py::TestProfiler::test_kineto_multigpu, test/profiler/test_profiler.py::TestProfiler::test_kineto_profiler_api, test/profiler/test_profiler.py::TestProfiler::test_kineto_profiler_multiple_steppers, test/profiler/test_profiler.py::TestProfiler::test_kineto_profiler_with_environment_variable, test/profiler/test_profiler.py::TestProfiler::test_lazy_build_tree, test/profiler/test_profiler.py::TestProfiler::test_memory_profiler, test/profiler/test_profiler.py::TestProfiler::test_module_hierarchy, test/profiler/test_profiler.py::TestProfiler::test_nested_tensor_with_shapes, test/profiler/test_profiler.py::TestProfiler::test_oom_tracing, test/profiler/test_profiler.py::TestProfiler::test_profile_all_threads, test/profiler/test_profiler.py::TestProfiler::test_profiler_correlation_id, test/profiler/test_profiler.py::TestProfiler::test_profiler_cuda_sync_events, test/profiler/test_profiler.py::TestProfiler::test_profiler_disable_fwd_bwd_link, test/profiler/test_profiler.py::TestProfiler::test_profiler_fwd_bwd_link, test/profiler/test_profiler.py::TestProfiler::test_profiler_metadata, test/profiler/test_profiler.py::TestProfiler::test_profiler_op_event_args, test/profiler/test_profiler.py::TestProfiler::test_profiler_op_event_kwargs, test/profiler/test_profiler.py::TestProfiler::test_profiler_strides, test/profiler/test_profiler.py::TestProfiler::test_profiler_time_scale, test/profiler/test_profiler.py::TestProfiler::test_profiler_tracing, 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2025-06-01T22:43:33.3349369Z 
2025-06-01T22:43:33.3349702Z Running test_ops_gradients 1/2 ... [2025-06-01 22:43:33.327353]
2025-06-01T22:43:33.3350421Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:43:33.3352249Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_gradients.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:43:33.327646]
2025-06-01T22:43:48.9699643Z 
2025-06-01T22:43:48.9700973Z test_ops_gradients 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_gradients_1.2_c450850de09e2c69_.log
2025-06-01T22:43:49.0742996Z Running 2672 items in this shard: test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_H_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_H_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpyCatCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpyCubeCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpyMulCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpyNonzeroCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpySplitCopyWithIntCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_T_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___getitem___cuda_float64, 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test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_zero__cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_zeros_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_zeros_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_zeros_like_cuda_float64
2025-06-01T22:43:49.1469159Z 
2025-06-01T22:43:49.1469352Z Running functorch/test_eager_transforms 1/1 ... [2025-06-01 22:43:48.974219]
2025-06-01T22:43:49.1469700Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:43:49.1470524Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_eager_transforms.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:43:48.974535]
2025-06-01T22:43:54.3992194Z 
2025-06-01T22:43:54.3994352Z functorch/test_eager_transforms 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_eager_transforms_1.1_34f45d14ec7decf2_.log
2025-06-01T22:43:54.4200903Z Running 355 items in this shard: test/functorch/test_eager_transforms.py::TestSliceArgnums::test_argnums_reorders, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_duplicate_argnums, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_flat_args_with_negative_int_argnum, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_flat_args_with_positive_int_argnum, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_flat_args_with_tuple_argnum, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_invalid_argnum_type, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_not_enough_argnums, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_out_of_bounds_argnum_values, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_pytree_args, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_buffer_tying, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_combine_state_for_ensemble_error, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_combine_state_for_ensemble_smoke, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_correctness_mnist_mechanism_functional_call, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_correctness_mnist_mechanism_make_functional, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_disable_autograd_tracking_disable_autograd_tracking_False, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_disable_autograd_tracking_disable_autograd_tracking_True, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_make_functional_state_correctly_returned_after_forward_mechanism_functional_call, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_make_functional_state_correctly_returned_after_forward_mechanism_make_functional, 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test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_output_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_input_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_input_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_neither_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_neither_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_output_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_output_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_input_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_input_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_neither_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_neither_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_output_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_output_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_input_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_input_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_neither_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_neither_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_output_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_output_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_grad_fn_name_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_needs_input_grads_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_once_differentiable_autograd_vjp_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_once_differentiable_grad_vjp_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_set_materialize_grads_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_has_vmap_staticmethod_and_has_generate_vmap_rule_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_in_dims_multiple_inputs_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_in_dims_single_input_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_incompatible_out_dims_error_msg_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_info_object_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_kwarg_only_tensors_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_no_vmap_staticmethod_and_no_generate_vmap_rule_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_none_returns_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_should_have_two_returns_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_skips_empty_layer_cuda, test/functorch/test_eager_transforms.py::TestHelpersCUDA::test_CtxWithSavedTensors_error_if_name_collision_cuda, test/functorch/test_eager_transforms.py::TestHelpersCUDA::test_CtxWithSavedTensors_nesting_cuda, test/functorch/test_eager_transforms.py::TestHelpersCUDA::test_CtxWithSavedTensors_overrides_saved_tensors_cuda, test/functorch/test_eager_transforms.py::TestHelpersCUDA::test_CtxWithSavedTensors_passthrough_cuda, test/functorch/test_eager_transforms.py::TestHelpersCUDA::test_debug_unwrap_cuda, test/functorch/test_eager_transforms.py::TestHelpersCUDA::test_reductify_leaf_cuda, test/functorch/test_eager_transforms.py::TestCompileTransformsCUDA::test_compile_vmap_hessian_cuda, test/functorch/test_eager_transforms.py::TestCompileTransformsCUDA::test_grad_deprecated_api_cuda
2025-06-01T22:43:54.4383965Z 
2025-06-01T22:43:54.4384326Z Running inductor/test_snode_runtime 1/1 ... [2025-06-01 22:43:54.399357]
2025-06-01T22:43:54.4384915Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:43:54.4386352Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_snode_runtime.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:43:54.399711]
2025-06-01T22:44:00.7254057Z 
2025-06-01T22:44:00.7256190Z inductor/test_snode_runtime 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_snode_runtime_1.1_6f22dd6408eea30d_.log
2025-06-01T22:44:00.7262869Z Running 22 items in this shard: test/inductor/test_snode_runtime.py::UnsupportedTests::test_no_cuda, test/inductor/test_snode_runtime.py::UnsupportedTests::test_no_op, test/inductor/test_snode_runtime.py::ComputeBoundedTests::test_addmm, test/inductor/test_snode_runtime.py::ComputeBoundedTests::test_bmm, test/inductor/test_snode_runtime.py::ComputeBoundedTests::test_conv1d, test/inductor/test_snode_runtime.py::ComputeBoundedTests::test_conv2d, test/inductor/test_snode_runtime.py::ComputeBoundedTests::test_conv2d_transpose, test/inductor/test_snode_runtime.py::ComputeBoundedTests::test_conv3d, test/inductor/test_snode_runtime.py::ComputeBoundedTests::test_mm, test/inductor/test_snode_runtime.py::MemoryBoundedTests::test_dynamic, test/inductor/test_snode_runtime.py::MemoryBoundedTests::test_horizontal_reduction_pointwise, test/inductor/test_snode_runtime.py::MemoryBoundedTests::test_pointwise, test/inductor/test_snode_runtime.py::MemoryBoundedTests::test_relu, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_all_gather_into_tensor, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_all_gather_into_tensor_coalesced, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_all_reduce, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_all_reduce_coalesced, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_legacy_all_gather_into_tensor_coalesced, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_legacy_all_reduce, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_legacy_all_reduce_coalesced, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_reduce_scatter_tensor, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_reduce_scatter_tensor_coalesced
2025-06-01T22:44:00.7274778Z 
2025-06-01T22:44:00.7275208Z Running inductor/test_memory 1/1 ... [2025-06-01 22:44:00.725033]
2025-06-01T22:44:00.7276074Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:44:00.7278146Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_memory.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:44:00.725369]
2025-06-01T22:44:07.5016920Z 
2025-06-01T22:44:07.5018184Z inductor/test_memory 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_memory_1.1_9b2ccf5cae32a77f_.log
2025-06-01T22:44:07.5022652Z Running 5 items in this shard: test/inductor/test_memory.py::TestOperatorReorderForPeakMemory::test_fusing_reductions_increase_peak_memory, test/inductor/test_memory.py::TestOperatorReorderForPeakMemory::test_reorder_peak_memory, test/inductor/test_memory.py::TestOperatorReorderForPeakMemory::test_reorder_peak_memory_bfs, test/inductor/test_memory.py::TestOperatorReorderForPeakMemory::test_reorder_peak_memory_dfs, test/inductor/test_memory.py::TestOperatorReorderForPeakMemory::test_reorder_peak_memory_lpmf
2025-06-01T22:44:07.5025793Z 
2025-06-01T22:44:07.5026201Z Running inductor/test_op_dtype_prop 1/1 ... [2025-06-01 22:44:07.501240]
2025-06-01T22:44:07.5026982Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:44:07.5028859Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_op_dtype_prop.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:44:07.501586]
2025-06-01T22:44:15.6806786Z 
2025-06-01T22:44:15.6808335Z inductor/test_op_dtype_prop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_op_dtype_prop_1.1_b56e6710abda4d33_.log
2025-06-01T22:44:15.6968888Z Running 567 items in this shard: test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_any_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_assoc_scan_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_binary_math_mixed_precision_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_codegen_upcast_to_fp32_upcast_to_fp32_False_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_codegen_upcast_to_fp32_upcast_to_fp32_True_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_constant_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_downcast_div_mod_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_abs_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_abs_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_abs_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_abs_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acos_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acos_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acos_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acos_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acosh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acosh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acosh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acosh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asin_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asin_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asin_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asin_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asinh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asinh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asinh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asinh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan2_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan2_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan2_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan2_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atanh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atanh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atanh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atanh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_ceil_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_ceil_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_ceil_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_ceil_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_copysign_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_copysign_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_copysign_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_copysign_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cos_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cos_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cos_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cos_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cosh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cosh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cosh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cosh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erf_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erf_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erf_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erf_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfc_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfc_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfc_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfc_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfinv_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfinv_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfinv_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfinv_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp2_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp2_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp2_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp2_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_expm1_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_expm1_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_expm1_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_expm1_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_floor_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_floor_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_floor_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_floor_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_fmod_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_fmod_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_fmod_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_fmod_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_hypot_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_hypot_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_hypot_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_hypot_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isinf_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isinf_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isinf_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isinf_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isnan_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isnan_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isnan_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isnan_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_lgamma_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_lgamma_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_lgamma_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_lgamma_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log10_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log10_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log10_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log10_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log1p_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log1p_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log1p_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log1p_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log2_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log2_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log2_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log2_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_nextafter_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_nextafter_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_nextafter_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_nextafter_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_pow_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_pow_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_pow_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_pow_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_round_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_round_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_round_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_round_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_rsqrt_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_rsqrt_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_rsqrt_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_rsqrt_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sigmoid_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sigmoid_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sigmoid_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sigmoid_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sin_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sin_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sin_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sin_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sinh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sinh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sinh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sinh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sqrt_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sqrt_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sqrt_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sqrt_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tan_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tan_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tan_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tan_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tanh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tanh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tanh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tanh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_trunc_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_trunc_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_trunc_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_trunc_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_abs_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_abs_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_abs_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_abs_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_abs_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acos_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acos_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acos_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acos_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acos_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acosh_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acosh_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acosh_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acosh_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acosh_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_add_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_add_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_add_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_add_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_add_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_angle_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_angle_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_angle_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_angle_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_angle_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asin_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asin_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asin_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asin_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asin_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asinh_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asinh_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asinh_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asinh_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asinh_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan2_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan2_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan2_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan2_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan2_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atanh_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atanh_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atanh_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atanh_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atanh_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_and_cuda_bool, 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2025-06-01T22:44:15.7123065Z 
2025-06-01T22:44:15.7123290Z Running dynamo/test_cudagraphs_expandable_segments 1/1 ... [2025-06-01 22:44:15.681234]
2025-06-01T22:44:15.7123667Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:44:15.7124507Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_cudagraphs_expandable_segments.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:44:15.681567]
2025-06-01T22:44:19.4026303Z 
2025-06-01T22:44:19.4028217Z dynamo/test_cudagraphs_expandable_segments 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_cudagraphs_expandable_segments_1.1_a10d74f55b9abe0b_.log
2025-06-01T22:44:19.4035008Z Running 8 items in this shard: test/dynamo/test_cudagraphs_expandable_segments.py::TestAotCudagraphs::test_basic, test/dynamo/test_cudagraphs_expandable_segments.py::TestAotCudagraphs::test_dead_fill, test/dynamo/test_cudagraphs_expandable_segments.py::TestAotCudagraphs::test_dtoh, test/dynamo/test_cudagraphs_expandable_segments.py::TestAotCudagraphs::test_factory, test/dynamo/test_cudagraphs_expandable_segments.py::TestAotCudagraphs::test_htod, test/dynamo/test_cudagraphs_expandable_segments.py::TestAotCudagraphs::test_mutate_constant, test/dynamo/test_cudagraphs_expandable_segments.py::TestAotCudagraphs::test_mutate_input, test/dynamo/test_cudagraphs_expandable_segments.py::TestAotCudagraphs::test_mutated_metadata
2025-06-01T22:44:19.4040278Z 
2025-06-01T22:44:19.4040918Z Running inductor/test_inductor_freezing 1/1 ... [2025-06-01 22:44:19.402322]
2025-06-01T22:44:19.4041727Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:44:19.4043642Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inductor_freezing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:44:19.402623]
2025-06-01T22:44:26.3794345Z 
2025-06-01T22:44:26.3796413Z inductor/test_inductor_freezing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_freezing_1.1_160076d25a3102e1_.log
2025-06-01T22:44:26.3825847Z Running 48 items in this shard: test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_aliased_param_return_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_autocast_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_conv_bn_with_multi_bn_share_conv_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_conv_functional_bn_with_multi_bn_share_conv_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_conv_layout_convert_with_view_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_conv_multiple_uses_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_conv_weight_layout_convert_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_conv_with_as_strided_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_cpp_wrapper_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_dont_change_dtype_folding_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_error_on_eager_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_folded_conv_bn_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_folded_conv_bn_hardswish_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_folded_conv_bn_with_module_sharing_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_folded_conv_functional_bn_with_module_sharing_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_mm_concat_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_mutation_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_param_deallocated_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_redundant_clone_for_layout_convert_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_rng_op_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_static_indices_cudagraph_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_symint_not_folded_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_unequal_bias_horizontal_addmm_fusion_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_unfolded_bn_cpu, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_aliased_param_return_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_autocast_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_conv_bn_with_multi_bn_share_conv_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_conv_functional_bn_with_multi_bn_share_conv_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_conv_layout_convert_with_view_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_conv_multiple_uses_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_conv_weight_layout_convert_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_conv_with_as_strided_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_cpp_wrapper_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_dont_change_dtype_folding_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_error_on_eager_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_folded_conv_bn_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_folded_conv_bn_hardswish_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_folded_conv_bn_with_module_sharing_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_folded_conv_functional_bn_with_module_sharing_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_mm_concat_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_mutation_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_param_deallocated_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_redundant_clone_for_layout_convert_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_rng_op_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_static_indices_cudagraph_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_symint_not_folded_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_unequal_bias_horizontal_addmm_fusion_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_unfolded_bn_cuda
2025-06-01T22:44:26.3855377Z 
2025-06-01T22:44:26.3855779Z Running dynamo/test_export_mutations 1/1 ... [2025-06-01 22:44:26.379110]
2025-06-01T22:44:26.3856577Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:44:26.3858477Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_export_mutations.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:44:26.379424]
2025-06-01T22:44:30.0513209Z 
2025-06-01T22:44:30.0514077Z dynamo/test_export_mutations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_export_mutations_1.1_cb8ba531ec53d465_.log
2025-06-01T22:44:30.0517161Z Running 5 items in this shard: test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_1, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_2, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_3, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_4, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_positive_1
2025-06-01T22:44:30.0519377Z 
2025-06-01T22:44:30.0519556Z Running dynamo/test_modes 1/1 ... [2025-06-01 22:44:30.050771]
2025-06-01T22:44:30.0519935Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:44:30.0520892Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_modes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:44:30.051072]
2025-06-01T22:45:08.4313817Z 
2025-06-01T22:45:08.4315132Z dynamo/test_modes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_modes_1.1_9d593ef96375ce05_.log
2025-06-01T22:45:08.4332118Z Running 24 items in this shard: test/dynamo/test_modes.py::TorchDispatchModeTests::test_skip_torch_dispatch_modes, test/dynamo/test_modes.py::TorchFunctionModeTests::test_builtin_equivalent_funcs, test/dynamo/test_modes.py::TorchFunctionModeTests::test_error_empty_stack_pop_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_expand, test/dynamo/test_modes.py::TorchFunctionModeTests::test_flex_attention, test/dynamo/test_modes.py::TorchFunctionModeTests::test_intermedate_torch_function_mode_construction_mutation, test/dynamo/test_modes.py::TorchFunctionModeTests::test_is_torch_function_all_disabled, test/dynamo/test_modes.py::TorchFunctionModeTests::test_len_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_nested_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_pop_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_push_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_register_hook, test/dynamo/test_modes.py::TorchFunctionModeTests::test_stack_state_clear_default_device, test/dynamo/test_modes.py::TorchFunctionModeTests::test_stack_state_mutation_default_device, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_and_pop_graph_break, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_and_pop_graph_break_mutation, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_disable, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_enabled_guard, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_enter_exit, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_graph_break, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_guards_cpp, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_guards_py, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_highest_priority, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_restore_on_exc
2025-06-01T22:45:08.4342604Z 
2025-06-01T22:45:08.4342886Z Running test_weak 1/1 ... [2025-06-01 22:45:08.431099]
2025-06-01T22:45:08.4343544Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:45:08.4345312Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_weak.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:45:08.431443]
2025-06-01T22:45:12.2028309Z 
2025-06-01T22:45:12.2029515Z test_weak 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_weak_1.1_e776db7a7c8e7955_.log
2025-06-01T22:45:12.2046040Z Running 39 items in this shard: test/test_weak.py::WeakTest::test_make_weak_keyed_dict_from_dict, test/test_weak.py::WeakTest::test_make_weak_keyed_dict_from_weak_keyed_dict, test/test_weak.py::WeakTest::test_make_weak_keyed_dict_repr, test/test_weak.py::WeakTest::test_threaded_weak_key_dict_copy, test/test_weak.py::WeakTest::test_threaded_weak_key_dict_deepcopy, test/test_weak.py::WeakTest::test_weak_keyed_bad_delitem, test/test_weak.py::WeakTest::test_weak_keyed_delitem, test/test_weak.py::WeakTest::test_weak_keyed_dict_popitem, test/test_weak.py::WeakTest::test_weak_keyed_dict_setdefault, test/test_weak.py::WeakTest::test_weak_keyed_dict_update, test/test_weak.py::WeakTest::test_weak_keyed_union_operators, test/test_weak.py::WeakKeyDictionaryTestCase::test_bool, test/test_weak.py::WeakKeyDictionaryTestCase::test_constructor, test/test_weak.py::WeakKeyDictionaryTestCase::test_get, test/test_weak.py::WeakKeyDictionaryTestCase::test_getitem, test/test_weak.py::WeakKeyDictionaryTestCase::test_items, test/test_weak.py::WeakKeyDictionaryTestCase::test_keys, test/test_weak.py::WeakKeyDictionaryTestCase::test_len, test/test_weak.py::WeakKeyDictionaryTestCase::test_pop, test/test_weak.py::WeakKeyDictionaryTestCase::test_popitem, test/test_weak.py::WeakKeyDictionaryTestCase::test_read, test/test_weak.py::WeakKeyDictionaryTestCase::test_setdefault, test/test_weak.py::WeakKeyDictionaryTestCase::test_update, test/test_weak.py::WeakKeyDictionaryTestCase::test_values, test/test_weak.py::WeakKeyDictionaryTestCase::test_write, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_bool, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_constructor, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_get, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_getitem, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_items, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_keys, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_len, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_pop, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_popitem, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_read, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_setdefault, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_update, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_values, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_write
2025-06-01T22:45:12.2054869Z 
2025-06-01T22:45:12.2055072Z Running inductor/test_async_compile 1/1 ... [2025-06-01 22:45:12.202530]
2025-06-01T22:45:12.2055480Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:45:12.2056456Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_async_compile.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:45:12.202836]
2025-06-01T22:45:18.5822031Z 
2025-06-01T22:45:18.5823662Z inductor/test_async_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_async_compile_1.1_da90662fe8dfd4cb_.log
2025-06-01T22:45:18.5826723Z Running 3 items in this shard: test/inductor/test_async_compile.py::TestAsyncCompile::test_pool_method_fork, test/inductor/test_async_compile.py::TestAsyncCompile::test_pool_method_spawn, test/inductor/test_async_compile.py::TestAsyncCompile::test_pool_method_subprocess
2025-06-01T22:45:18.5828739Z 
2025-06-01T22:45:18.5829136Z Running dynamo/test_decorators 1/1 ... [2025-06-01 22:45:18.581904]
2025-06-01T22:45:18.5829896Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:45:18.5831765Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_decorators.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:45:18.582260]
2025-06-01T22:45:22.3561969Z 
2025-06-01T22:45:22.3563577Z dynamo/test_decorators 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_decorators_1.1_87e9b10b5a6441bb_.log
2025-06-01T22:45:22.3598705Z Running 55 items in this shard: test/dynamo/test_decorators.py::DecoratorTests::test_allow_in_graph, test/dynamo/test_decorators.py::DecoratorTests::test_allow_in_graph_no_id_reuse, test/dynamo/test_decorators.py::DecoratorTests::test_assume_constant_result_on_computation_with_graph_input, test/dynamo/test_decorators.py::DecoratorTests::test_assume_constant_result_on_user_defined_fn, test/dynamo/test_decorators.py::DecoratorTests::test_class_methods, test/dynamo/test_decorators.py::DecoratorTests::test_disable_for_custom_op, test/dynamo/test_decorators.py::DecoratorTests::test_disable_ignores_outer_wraps, test/dynamo/test_decorators.py::DecoratorTests::test_disable_nn_module_with_class_decorator, test/dynamo/test_decorators.py::DecoratorTests::test_disable_nn_modules_forward_hook, test/dynamo/test_decorators.py::DecoratorTests::test_disable_optimize, test/dynamo/test_decorators.py::DecoratorTests::test_disable_recursive_false, test/dynamo/test_decorators.py::DecoratorTests::test_disable_recursive_false_weird, test/dynamo/test_decorators.py::DecoratorTests::test_disallow_in_graph, test/dynamo/test_decorators.py::DecoratorTests::test_dont_skip_tracing, test/dynamo/test_decorators.py::DecoratorTests::test_graph_break, test/dynamo/test_decorators.py::DecoratorTests::test_incorrect_usage_disallow_in_graph, test/dynamo/test_decorators.py::DecoratorTests::test_mark_static_address_guarded, test/dynamo/test_decorators.py::DecoratorTests::test_mark_static_address_unguarded, test/dynamo/test_decorators.py::DecoratorTests::test_mark_static_nn_module, test/dynamo/test_decorators.py::DecoratorTests::test_nested_disable_decorator, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_newly_constructed_trace_register_constant_type_error, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_captured_external_tensor, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_custom_class_error, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_inside_compiled_function, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_inside_compiled_function_error, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_inside_compiled_function_kwarg, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_nested_custom_class, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_nested_custom_class_error, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_newly_constructed_custom_class_with_side_effects, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_newly_constructed_dict_with_side_effects, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_no_action_at_a_distance, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_object_in_context_error, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_on_method, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_pre_existing_custom_class, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_pre_existing_custom_class_with_side_effects, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_pre_existing_dict, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_pre_existing_dict_with_side_effects, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_pre_existing_register_constant_type_guard, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_tensor_args, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_tuple_and_sym_int_output, test/dynamo/test_decorators.py::DecoratorTests::test_patch_dynamo_config_errors, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_aot_eager_then_compile, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_eager_on_recompile, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_eager_then_compile, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_eager_then_compile_with_graph_break, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_fail_on_recompile, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_fail_on_recompile_with_disable, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_forbid_in_graph, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_force_backend, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_force_backend_with_disable, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_force_eager, test/dynamo/test_decorators.py::DecoratorTests::test_skip_frame, test/dynamo/test_decorators.py::DecoratorTests::test_substitute_in_graph, test/dynamo/test_decorators.py::DecoratorTests::test_torch_guards_stack_frame_register_inlining_disable, test/dynamo/test_decorators.py::DecoratorTests::test_torch_guards_stack_frame_register_inlining_partially_disable
2025-06-01T22:45:22.3631512Z 
2025-06-01T22:45:22.3631881Z Running export/test_unflatten 1/1 ... [2025-06-01 22:45:22.356112]
2025-06-01T22:45:22.3632643Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:45:22.3634500Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_unflatten.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:45:22.356721]
2025-06-01T22:45:25.9301595Z 
2025-06-01T22:45:25.9303388Z export/test_unflatten 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_unflatten_1.1_0250c0e90ad62a88_.log
2025-06-01T22:45:25.9316960Z Running 27 items in this shard: test/export/test_unflatten.py::TestUnflatten::test_attr_as_submod_input, test/export/test_unflatten.py::TestUnflatten::test_dedup_sym_size, test/export/test_unflatten.py::TestUnflatten::test_double_nested_submodule, test/export/test_unflatten.py::TestUnflatten::test_duplicate_placeholder, test/export/test_unflatten.py::TestUnflatten::test_fx_trace, test/export/test_unflatten.py::TestUnflatten::test_nested_leaf_non_strict, test/export/test_unflatten.py::TestUnflatten::test_placeholder_and_get_attr_ordering_after_unflattened, test/export/test_unflatten.py::TestUnflatten::test_simple_alias, test/export/test_unflatten.py::TestUnflatten::test_unflatten_buffer_mutation, test/export/test_unflatten.py::TestUnflatten::test_unflatten_constant_obj, test/export/test_unflatten.py::TestUnflatten::test_unflatten_constant_tensor, test/export/test_unflatten.py::TestUnflatten::test_unflatten_container_type, test/export/test_unflatten.py::TestUnflatten::test_unflatten_eager, test/export/test_unflatten.py::TestUnflatten::test_unflatten_empty_branch, test/export/test_unflatten.py::TestUnflatten::test_unflatten_nested, test/export/test_unflatten.py::TestUnflatten::test_unflatten_nested_access, test/export/test_unflatten.py::TestUnflatten::test_unflatten_none, test/export/test_unflatten.py::TestUnflatten::test_unflatten_param_list_dict, test/export/test_unflatten.py::TestUnflatten::test_unflatten_preserve_signature, test/export/test_unflatten.py::TestUnflatten::test_unflatten_preserve_with_unused_input, test/export/test_unflatten.py::TestUnflatten::test_unflatten_requires_grad_param, test/export/test_unflatten.py::TestUnflatten::test_unflatten_shared_submodule, test/export/test_unflatten.py::TestUnflatten::test_unflatten_skipped_call_module, test/export/test_unflatten.py::TestUnflatten::test_unflatten_submodule_ordering, test/export/test_unflatten.py::TestUnflatten::test_unflatten_with_inplace_compile, test/export/test_unflatten.py::TestUnflatten::test_unflatten_wrong_input, test/export/test_unflatten.py::TestUnflatten::test_unflattened_module_nodes_has_meta_val
2025-06-01T22:45:25.9331581Z 
2025-06-01T22:45:25.9332067Z Running inductor/test_mkldnn_pattern_matcher 1/1 ... [2025-06-01 22:45:25.930009]
2025-06-01T22:45:25.9332911Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:45:25.9335091Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mkldnn_pattern_matcher.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:45:25.930545]
2025-06-01T22:45:33.1613768Z 
2025-06-01T22:45:33.1615355Z inductor/test_mkldnn_pattern_matcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mkldnn_pattern_matcher_1.1_cb9012236c21ba66_.log
2025-06-01T22:45:33.1876185Z Running 265 items in this shard: test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv2d_add_scalar, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv2d_binary_fusion_failed, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv2d_binary_inplace_fusion_failed_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv2d_binary_inplace_fusion_pass_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_False_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_False_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_False_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_False_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_True_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_True_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_True_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_True_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_False_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_False_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_False_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_True_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_True_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_True_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_True_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_True_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_True_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_True_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_False_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_False_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_False_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_False_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_True_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_True_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_True_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_True_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_False_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_False_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_False_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_False_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_False_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_False_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_False_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_True_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_True_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_True_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_True_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_dynamic_qlinear_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_dynamic_qlinear_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_dynamic_qlinear_qat_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_hardtanh_pattern_fallback, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_leaky_relu_pattern_fallback, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_dynamic_fp16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_relu_dynamic_fp16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_add, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_add_relu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_hardswish, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_hardtanh, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_relu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_relu6, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_silu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qcat, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv1d_relu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_3, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_broadcast_shapes_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_relu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_relu_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_relu_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_relu_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_cpu, 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test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_hardtanh_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_relu6_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_relu6_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_relu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_relu_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_relu_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_silu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_silu_int8_mixed_bf16_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_silu_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_silu_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_with_concat_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qflatten, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_False_is_qat_False_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_False_is_qat_False_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_False_is_qat_True_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_False_is_qat_True_is_dynamic_True, 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test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_False_is_qat_True_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_True_is_qat_False_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_True_is_qat_False_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_True_is_qat_True_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_True_is_qat_True_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_xpu_use_relu_False_is_qat_False_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_xpu_use_relu_True_is_qat_False_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_xpu_use_relu_True_is_qat_False_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_cpu_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_dynamic_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_input_dim_exceeds_2_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_int8_mixed_bf16_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_int8_mixed_bf16_input_dim_exceeds_2_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_gelu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_gelu_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_gelu_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_gelu_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_input_dim_exceeds_2_and_not_contiguous, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_input_dim_exceeds_2_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_input_dim_exceeds_2_and_not_contiguous, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_input_dim_exceeds_2_and_not_contiguous_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_input_dim_exceeds_2_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_mul, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_mul_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_mul_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_input_dim_exceeds_2_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_int8_mixed_bf16_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_int8_mixed_bf16_input_dim_exceeds_2_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qmaxpool2d, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_reproduce_113440_issue_1, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_reproduce_113440_issue_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_reproduce_121253_issue_addmm_fusion_check, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_reproduce_99842_issue, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_False_bfloat16_per_channel_quant_False_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_False_bfloat16_per_channel_quant_False_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_False_bfloat16_per_channel_quant_True_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_False_bfloat16_per_channel_quant_True_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_False_float32_per_channel_quant_False_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_False_float32_per_channel_quant_False_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_False_float32_per_channel_quant_True_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_False_float32_per_channel_quant_True_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_True_bfloat16_per_channel_quant_False_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_True_bfloat16_per_channel_quant_False_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_True_bfloat16_per_channel_quant_True_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_True_bfloat16_per_channel_quant_True_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_True_float32_per_channel_quant_False_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_True_float32_per_channel_quant_False_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_True_float32_per_channel_quant_True_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_True_float32_per_channel_quant_True_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_woq_int4_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_woq_int8, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_q_attention_block, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_qat_bn_conv2d, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_qconv2d_maxpool2d_linear_dynamic_cpu
2025-06-01T22:45:33.2115008Z 
2025-06-01T22:45:33.2115245Z Running test_subclass 1/1 ... [2025-06-01 22:45:33.162133]
2025-06-01T22:45:33.2115758Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:45:33.2117133Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_subclass.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:45:33.162689]
2025-06-01T22:45:36.8366285Z 
2025-06-01T22:45:36.8367733Z test_subclass 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_subclass_1.1_abfffbda0036467e_.log
2025-06-01T22:45:36.8427724Z Running 100 items in this shard: test/test_subclass.py::TestSubclass::test_deepcopy_base_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_base_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_diag_tensor_below_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_diag_tensor_below_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_logging_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_logging_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_non_wrapper_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_non_wrapper_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_sparse_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_sparse_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_wrapper_with_custom_sizes_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_wrapper_with_custom_sizes_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_wrapper_with_custom_strides_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_wrapper_with_custom_strides_as_param_True, test/test_subclass.py::TestSubclass::test_lazy_module_base_tensor, test/test_subclass.py::TestSubclass::test_lazy_module_diag_tensor_below, test/test_subclass.py::TestSubclass::test_lazy_module_logging_tensor, test/test_subclass.py::TestSubclass::test_lazy_module_non_wrapper_tensor, test/test_subclass.py::TestSubclass::test_lazy_module_sparse_tensor, test/test_subclass.py::TestSubclass::test_lazy_module_wrapper_with_custom_sizes, test/test_subclass.py::TestSubclass::test_lazy_module_wrapper_with_custom_strides, test/test_subclass.py::TestSubclass::test_module_optimization_base_tensor, test/test_subclass.py::TestSubclass::test_module_optimization_diag_tensor_below, test/test_subclass.py::TestSubclass::test_module_optimization_logging_tensor, test/test_subclass.py::TestSubclass::test_module_optimization_non_wrapper_tensor, test/test_subclass.py::TestSubclass::test_module_optimization_sparse_tensor, test/test_subclass.py::TestSubclass::test_module_optimization_wrapper_with_custom_sizes, test/test_subclass.py::TestSubclass::test_module_optimization_wrapper_with_custom_strides, test/test_subclass.py::TestSubclass::test_non_rewrapping_torch_dispatch_subclass_as_parameter_throws_for_detach, test/test_subclass.py::TestSubclass::test_param_invariants_base_tensor_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_base_tensor_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_diag_tensor_below_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_diag_tensor_below_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_logging_tensor_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_logging_tensor_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_non_wrapper_tensor_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_non_wrapper_tensor_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_sparse_tensor_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_sparse_tensor_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_wrapper_with_custom_sizes_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_wrapper_with_custom_sizes_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_wrapper_with_custom_strides_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_wrapper_with_custom_strides_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_parametrization_base_tensor_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_base_tensor_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_diag_tensor_below_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_diag_tensor_below_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_logging_tensor_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_logging_tensor_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_non_wrapper_tensor_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_non_wrapper_tensor_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_sparse_tensor_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_sparse_tensor_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_wrapper_with_custom_sizes_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_wrapper_with_custom_sizes_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_wrapper_with_custom_strides_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_wrapper_with_custom_strides_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_repr_base_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_repr_base_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_repr_diag_tensor_below_as_param_False, test/test_subclass.py::TestSubclass::test_repr_diag_tensor_below_as_param_True, test/test_subclass.py::TestSubclass::test_repr_logging_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_repr_logging_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_repr_non_wrapper_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_repr_non_wrapper_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_repr_sparse_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_repr_sparse_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_repr_wrapper_with_custom_sizes_as_param_False, test/test_subclass.py::TestSubclass::test_repr_wrapper_with_custom_sizes_as_param_True, test/test_subclass.py::TestSubclass::test_repr_wrapper_with_custom_strides_as_param_False, test/test_subclass.py::TestSubclass::test_repr_wrapper_with_custom_strides_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_base_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_base_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_diag_tensor_below_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_diag_tensor_below_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_logging_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_logging_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_non_wrapper_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_non_wrapper_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_sparse_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_sparse_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_wrapper_with_custom_sizes_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_wrapper_with_custom_sizes_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_wrapper_with_custom_strides_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_wrapper_with_custom_strides_as_param_True, test/test_subclass.py::TestSubclass::test_tensor_subclass_storage_data_accesses_throw, test/test_subclass.py::TestSubclass::test_type_propagation_base_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_base_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_diag_tensor_below_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_diag_tensor_below_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_logging_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_logging_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_non_wrapper_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_non_wrapper_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_sparse_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_sparse_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_wrapper_with_custom_sizes_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_wrapper_with_custom_sizes_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_wrapper_with_custom_strides_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_wrapper_with_custom_strides_as_param_True
2025-06-01T22:45:36.8485750Z 
2025-06-01T22:45:36.8486166Z Running inductor/test_loop_ordering 1/1 ... [2025-06-01 22:45:36.836597]
2025-06-01T22:45:36.8486955Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:45:36.8488878Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_loop_ordering.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:45:36.837187]
2025-06-01T22:45:43.2664414Z 
2025-06-01T22:45:43.2665968Z inductor/test_loop_ordering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_loop_ordering_1.1_02bb7ece0a875473_.log
2025-06-01T22:45:43.2676386Z Running 16 items in this shard: test/inductor/test_loop_ordering.py::ImplDetailTest::test_merge_loops_invalidate_pw_dep_cache, test/inductor/test_loop_ordering.py::ImplDetailTest::test_reorder_and_merge_loops, test/inductor/test_loop_ordering.py::ImplDetailTest::test_reorder_modular_indexing, test/inductor/test_loop_ordering.py::ImplDetailTest::test_reorder_twice, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_apbt_realize, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_different_broadcast_shapes, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_different_reduction_order, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_for_reordering_reindex, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_fp8_cast_and_t, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_fp8_pattern_2, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_fuse_reduction_with_tiled_pw, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_keep_fake_dep, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_pw_outer_red, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_pw_outer_red_2, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_sum_and_t, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_view
2025-06-01T22:45:43.2685408Z 
2025-06-01T22:45:43.2685693Z Running test_masked 1/1 ... [2025-06-01 22:45:43.265891]
2025-06-01T22:45:43.2686351Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:45:43.2688112Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_masked.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:45:43.266240]
2025-06-01T22:45:48.1926134Z 
2025-06-01T22:45:48.1927702Z test_masked 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_masked_1.1_7721ff34c8ba20f7_.log
2025-06-01T22:45:48.2029759Z Running 194 items in this shard: test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_log_softmax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_log_softmax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_log_softmax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_log_softmax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_norm_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_norm_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_norm_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_norm_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmin_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmin_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmin_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmin_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_where_coo_fill_value_0_cuda, test/test_masked.py::TestMaskedCUDA::test_where_coo_fill_value_123_cuda, test/test_masked.py::TestMaskedCUDA::test_where_csr_fill_value_0_cuda, test/test_masked.py::TestMaskedCUDA::test_where_csr_fill_value_123_cuda, test/test_masked.py::TestMaskedCUDA::test_where_hybrid_coo_fill_value_0_cuda, test/test_masked.py::TestMaskedCUDA::test_where_hybrid_coo_fill_value_123_cuda
2025-06-01T22:45:48.2126802Z 
2025-06-01T22:45:48.2127301Z Running torch_np/numpy_tests/lib/test_function_base 1/1 ... [2025-06-01 22:45:48.192875]
2025-06-01T22:45:48.2128175Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:45:48.2130449Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_function_base.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:45:48.193428]
2025-06-01T22:45:52.6190109Z 
2025-06-01T22:45:52.6192215Z torch_np/numpy_tests/lib/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_function_base_1.1_5481163a41bd700b_.log
2025-06-01T22:45:52.6518092Z Running 505 items in this shard: test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_rotation_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis2, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_4d, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_basic_lr, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_basic_ud, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_default_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_multiple_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestAny::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAny::test_nd, test/torch_np/numpy_tests/lib/test_function_base.py::TestAll::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAll::test_nd, test/torch_np/numpy_tests/lib/test_function_base.py::TestCopy::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCopy::test_order, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_average_class_without_dtype, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic_keepdims_x0_axis0_expected_avg0_weights0_expected_wavg0_expected_wsum0, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic_keepdims_x1_axis_0_expected_avg1_weights1_expected_wavg1_expected_wsum1, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_returned, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_upcasting, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_weights, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_broadcasting, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_deprecated_empty, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_many_arguments, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_non_bool_deprecation, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_return_dtype, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_0d, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_array_copied, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_floats, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_out_of_bounds_idx_-4, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_out_of_bounds_idx_4, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_multidim, test/torch_np/numpy_tests/lib/test_function_base.py::TestAmax::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAmin::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestPtp::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCumsum::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestProd::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCumprod::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_append, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_n, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_nd, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_prepend, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_0d, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_array_order_preserve, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_fancy, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_index_floats, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single_item_array_[1], test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single_item_array_array([1]), test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single_item_array_non_int, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_slices, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_args, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_badargs, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_decreasing_unsigned_int_f_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype1, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype2, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype3, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_inexact_dtypes, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_second_order_accurate, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_spacing, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_specific_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_values, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_decreasing_unsigned_x_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype1, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype2, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype3, test/torch_np/numpy_tests/lib/test_function_base.py::TestAngle::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_all_zero, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_leading_skip, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_list_to_list, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_no_trim, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_overflow_arr0, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_size_zero, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_trailing_skip, test/torch_np/numpy_tests/lib/test_function_base.py::TestExtins::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestExtins::test_both, test/torch_np/numpy_tests/lib/test_function_base.py::TestExtins::test_place, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_casting_error, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_forward, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_large_integers_decreasing, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_large_integers_increasing, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_monotonic, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_random, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_reverse, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_right_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_right_open, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_right_open_random, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_right_open_reverse, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_B_M_0, 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test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q1_axis2, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q1_axis3, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q1_axis4, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q1_axis_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q_7_axis0, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q_7_axis2, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q_7_axis3, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q_7_axis4, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q_7_axis_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_extrapolation, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_weibull_expected_26, 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test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_i, 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test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_linear, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_lower, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_median_unbiased, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_midpoint, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_nearest, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_normal_unbiased, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_weibull, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_scalar_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_array_like, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_axis_keyword, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_basic_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_empty, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_extended_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_extended_axis_invalid, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis0, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis3, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis4, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior_3, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_out_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_overwrite_keyword, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_complex, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_B_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_H_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_b_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_g_type_out_G, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_h_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_l_type_out_D
2025-06-01T22:45:52.6776083Z 
2025-06-01T22:45:52.6776282Z Running higher_order_ops/test_invoke_subgraph 1/1 ... [2025-06-01 22:45:52.620182]
2025-06-01T22:45:52.6776637Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:45:52.6777460Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_invoke_subgraph.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:45:52.620706]
2025-06-01T22:45:59.2992119Z 
2025-06-01T22:45:59.2993850Z higher_order_ops/test_invoke_subgraph 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_invoke_subgraph_1.1_cd29d64dc648c3c3_.log
2025-06-01T22:45:59.3027738Z Running 55 items in this shard: test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraph::test_aot_function, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraph::test_multiple, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraph::test_simple, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_ac, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_autograd_function, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_bwd_partitioning, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_const_tensor, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dce, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dedupe, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_different_strides_in_backward, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_different_symint, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_differing_strides_for_grad_outs, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_div, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dropout_checks_joint_graph, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dropout_checks_joint_graph_inference, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dynamic, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_fail_with_direct_invoke_subgraph, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_fake_tensor_checking, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_gen_schema, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_gen_schema_with_buffer_mutation, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_input_aliasing, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_mutation, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_mutation_inference_mode, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_output_aliasing, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_kwargs_only, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_list, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_mod_attr_aliasing, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_module, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_module_forward, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_module_method, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_nonlocal_update, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_normalize_gm, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_output_output_aliasing, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_pending_unbacked, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_return_none, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_return_none_from_fwd, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_sdpa, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_simple, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_simple_module, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_symint_from_fwd_to_bwd, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_triton_kernel_native, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_tuple_of_tuple, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_unbacked, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_unbacked_symbol, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_view_to_reshape, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_multiple_module, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_pending_unbacked, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_simple_func, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_simple_method, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_unbacked, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_multiple_module, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_pending_unbacked, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_simple_func, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_simple_method, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_unbacked
2025-06-01T22:45:59.3060066Z 
2025-06-01T22:45:59.3060428Z Running lazy/test_step_closures 1/1 ... [2025-06-01 22:45:59.298931]
2025-06-01T22:45:59.3061174Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:45:59.3063071Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_step_closures.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:45:59.299250]
2025-06-01T22:46:02.8704749Z 
2025-06-01T22:46:02.8706255Z lazy/test_step_closures 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_step_closures_1.1_f156ab607d1b4f73_.log
2025-06-01T22:46:02.8709466Z Running 4 items in this shard: test/lazy/test_step_closures.py::ClosuresTest::test_asynchronous, test/lazy/test_step_closures.py::ClosuresTest::test_asynchronous_exception, test/lazy/test_step_closures.py::ClosuresTest::test_synchronous, test/lazy/test_step_closures.py::ClosuresTest::test_synchronous_exception
2025-06-01T22:46:02.8711628Z 
2025-06-01T22:46:02.8711974Z Running test_content_store 1/1 ... [2025-06-01 22:46:02.870150]
2025-06-01T22:46:02.8712697Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:46:02.8715347Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_content_store.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:46:02.870450]
2025-06-01T22:46:06.7419100Z 
2025-06-01T22:46:06.7419863Z test_content_store 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_content_store_1.1_70d5c008bc22d8f8_.log
2025-06-01T22:46:06.7421515Z Running 4 items in this shard: test/test_content_store.py::TestContentStoreCUDA::test_basic_cuda, test/test_content_store.py::TestContentStoreCUDA::test_load_tensor_cuda, test/test_content_store.py::TestContentStoreCUDA::test_repeated_hash_cuda, test/test_content_store.py::TestContentStoreCUDA::test_scalar_cuda
2025-06-01T22:46:06.7422629Z 
2025-06-01T22:46:06.7424737Z Running torch_np/numpy_tests/core/test_multiarray 1/1 ... [2025-06-01 22:46:06.741675]
2025-06-01T22:46:06.7425240Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:46:06.7426297Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_multiarray.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:46:06.741943]
2025-06-01T22:51:58.1893117Z 
2025-06-01T22:51:58.1910598Z inductor/test_torchinductor_dynamic_shapes 1/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_1.2_dddb8b3ee0be07bf_.log
2025-06-01T22:51:58.2507528Z Running 814 items in this shard: test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_AllenaiLongformerBase_repro_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test__dyn_quant_matmul_4bit_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test__unsafe_masked_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool1d_argmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool2d_low_prec_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool_with_output_size_0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_max_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_max_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_pool_errors_with_long_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_const_float_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_const_int_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_inplace_permuted_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_addmm_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_addmv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_alexnet_prefix_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aliased_buffer_reuse_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_angle_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_any_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aoti_eager_cache_hit_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aoti_eager_dtype_device_layout_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aoti_eager_with_persistent_cache_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_arange2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_arange5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_arange6_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_argmin1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_argmin2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_argmin_with_duplicates_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_argmin_with_nan_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_min_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_to_float_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d_backward2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool3d_backward2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool3d_backward3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool3d_backward4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool_errors_with_uint_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_batch_norm_2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bernoulli1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bitwise2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bitwise_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bmm2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int32_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int64_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int64_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int64_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int64_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int8_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int8_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int8_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int8_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_uint8_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_uint8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_buffer_copied_in_graph_with_different_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_buffer_use_after_remove_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_float_ndigits_zero_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_int_ndigits_pos_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_int_ndigits_zero_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_empty_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_inplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_negative_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_of_loops_and_extern_kernel_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_unbacked_2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_upcasting_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_chunk_recompiles_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_clamp_type_promotion_non_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_clone_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_compar_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_complex_memory_overlap_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_config_option_dont_assume_alignment_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_consecutive_split_cumprod_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_consecutive_split_cumsum_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_constant_pad_1d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_constant_pad_fill_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_constant_pad_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv2d_backward_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv3d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv_bn_fuse_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv_shape_check_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv_with_as_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_convolution5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cudnn_rnn_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cummin_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_default_layout_constraint_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_scan_op_compiled_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_scan_op_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_scan_would_split_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_data_type_propogation_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dense_mask_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_deterministic_codegen_on_graph_break_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_deterministic_codegen_with_suffix_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_device_assert_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_diagonal_copy_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dist_bf16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dist_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div7_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div9_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div_precision_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div_softmax_symfloat_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dropout_deterministic_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dropout_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_bfloat16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_bfloat16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_bfloat16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_uint8_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_uint8_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_uint8_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_uint8_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_embedding_bag_byte_unpack_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_embedding_bag_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_embedding_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_empty_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_erfinv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_exp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_expanded_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fallback_mutable_op_basic_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fallback_mutable_op_list_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fill2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_float32_to_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_float_index_expression_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_float_index_expression_type_promotion_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_floordiv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fmin_fmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fmod_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fractional_max_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fractional_max_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fractional_max_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_full_like_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_full_truncation_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_functionalize_rng_wrappers_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fusing_write_into_disjoint_read_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_gather1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_gather2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_gelu_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_argmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_constant_tensor1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_misaligned_input_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_mutation_real_name_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_no_inputs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_pad_dynamic_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_scalar_inputs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_unbacked_symint_as_output_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_hardsigmoid_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_hardswish_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_horizonal_fusion2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_device_assert_masked_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_flip_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_nested_indirect_indexing_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put_deterministic_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_select_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inductor_multiple_specializations_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inplace_activations_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inplace_resize_as_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_input_mutation2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_input_mutation4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_int_input_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_invalid_operand_issue1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_issue102546_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_large_grid_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_large_offset_pointwise_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_layer_norm_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_leaky_relu_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_lerp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_lgamma_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_like_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_like_rands_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linear_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linear_mixed_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linspace1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linspace2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_log1p_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_log_softmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_logaddexp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_logcumsumexp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_logcumsumexp_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_logsumexp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_low_memory_max_pool_dilation_1_dim_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_low_memory_max_pool_dilation_2_dim_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_low_memory_max_pool_dilation_2_dim_3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_masked_fill_promotion_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_masked_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_min_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d6_dilation_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d7_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward6_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_min_max_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_misaligned_address_issue1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mixed_mm2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mixed_mm3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mm_mixed_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mm_views_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mul_softmax_symfloat_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multi_gpu_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multi_threading_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multilayer_var_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multilayer_var_lowp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mutable_custom_op_fixed_layout_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mutations_loop_fusion_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_needs_contiguous_strides_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_neg_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_nll_loss_forward_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pad_single_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pattern_matcher_multi_user_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_permute2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_philox_rand_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_bessel_j0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_bessel_j1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_bessel_y0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_chebyshev_polynomial_v_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_erfc_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_erfcx_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_erfinv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_gammainc_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_hermite_polynomial_h_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_hermite_polynomial_he_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_laguerre_polynomial_l_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_legendre_polynomial_p_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_log1p_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_log_ndtr_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_logit_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_modified_bessel_i0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_modified_bessel_i1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_modified_bessel_k1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_multigammaln_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_ndtri_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_polygamma_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_scaled_modified_bessel_k1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_shifted_chebyshev_polynomial_u_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_shifted_chebyshev_polynomial_w_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_sinc_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_xlog1py_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_zeta_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_polar_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pow3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pow_int_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pow_symfloat_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_prepare_softmax_with_fast_math_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_profiler_mark_wrapper_call_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_rand_like_deterministic_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_randn_like_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_randn_with_dtype_and_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reduction1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reduction2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reduction4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reinterpret_dtypeview_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remainder_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remove_no_ops_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remove_noop_clone_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remove_noop_copy_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remove_noop_view_default_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_interleave_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_interleave_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_replication_pad_errors_with_bool_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_require_stride_expanded_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_resize_as_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reuse_buffers_with_aliasing_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_round_correctness_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scalar_input_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scalar_output_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scaled_dot_product_attention_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scaled_dot_product_efficient_attention_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_add1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_add2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_reduce1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_reduce2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_reduce3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sdpa_unaligned_mask_freezing_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_searchsorted_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sgn_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sgn_extremal_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_shape_prop_torch_ones_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_should_pad_bench_for_bmm_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sign_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sin_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_single_elem_indirect_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_size_asserts_for_multi_output_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_mutation1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_mutation2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_scatter3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_scatter5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_softmax_backward_data_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sort_bool_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sort_stable_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_special_polygamma_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_cumsum_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_cumsum_low_prec_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_failed_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_with_integer_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_with_unbacked_symints_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sqrt_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_squeeze1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_squeeze2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_squeeze_varargs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_stack_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_std_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_stride_preservation_with_stride_modifying_fx_pass_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_strided_inputs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum_keepdims_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tanh_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tensor2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tmp_not_defined_issue3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_to_device_constant_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_topk_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_transpose_add_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_transposed_propagates_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_uint_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unbacked_floordiv_simplify_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unsqueeze_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unsqueeze_inplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_upsample_bilinear2d_a_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_upsample_cat_conv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_upsample_nearest2d_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_var_mean_tile_reduction_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_vdd_clamp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_vectorized_ops_masked_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_vectorized_ops_masked_var_novec_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_vertical_fusion1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_view_on_aliased_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_view_uint8_through_differing_bitwidths_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_views2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_views5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_views7_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_where_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_xblock_divides_xnumel_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_zero_dim_reductions_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test__dyn_quant_matmul_4bit_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test__dyn_quant_pack_4bit_weight_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test__unsafe_masked_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_avg_pool1d_argmax_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_avg_pool2d1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_avg_pool2d2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_avg_pool_errors_with_long_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_pool_errors_with_long_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_const_float_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_const_int_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_addmm_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_angle_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_aoti_eager_support_out_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_aoti_eager_with_persistent_cache_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_arange3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_arange4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_arange5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_argmax_argmin1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_argmax_argmin_with_duplicates_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_argmax_min_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool2d6_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool2d7_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool2d_backward4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool3d_backward2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool3d_backward4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool3d_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bfloat16_to_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bitwise2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bitwise_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bmm1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bool_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_both_scalars_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_add_autotune_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_broadcast_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int16_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int16_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int16_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int32_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int32_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int64_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int64_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int64_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int8_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int8_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_uint8_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_uint8_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_buffer_copied_in_graph_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_buffer_copied_in_graph_with_different_shapes_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_extern_kernel_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_negative_dim_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_of_loops_and_extern_kernel_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_unbacked_2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_unbacked_empty_1d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_unbacked_legacy_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cauchy_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_chunk_recompiles_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_clamp_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_clamp_type_promotion_non_tensor_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_complex_memory_overlap_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_concat_add_inplace_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_1d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_3d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_nd_inplace_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv2d_channels_last_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv3d_channels_last_use_block_ptr_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv3d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv_with_as_strided_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_convolution2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_convolution3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_convolution4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cos_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cummin_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cumprod_zero_dim_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cumsum_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cumsum_no_mask_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cumsum_pattern_matcher_issue_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_op_3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_op_fixed_layout_sequential_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_op_unbacked_symints_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_scan_op_compiled_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_scan_op_multi_input_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_scan_would_split_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_data_type_propogation_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dense_mask_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_deterministic_codegen_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_deterministic_codegen_with_suffix_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_device_assert_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_diagonal_copy_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dist_bf16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_div1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_div3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_div5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_div_prim_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_div_zero_dim_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dropout_deterministic_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dropout_trivial_1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_bfloat16_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_bfloat16_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_bfloat16_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_bfloat16_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_bfloat16_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float16_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float16_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float16_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float32_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float32_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float32_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float32_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float64_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float64_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float64_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float64_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float64_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float64_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_fusion_dynamic_shapes_cuda, 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test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_logit_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_modified_bessel_k1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_ndtr_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_ndtri_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_polygamma_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_psi_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_scaled_modified_bessel_k1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_shifted_chebyshev_polynomial_v_dynamic_shapes_cuda, 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test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_roi_align_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_round_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_rsqrt_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scalar_input_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter6_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter_add1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter_reduce3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scheduler_vertical_fusion1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sdpa_unaligned_mask_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_searchsorted_broadcast_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_setitem_with_int_parameter_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sgn_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sgn_extremal_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_should_pad_bench_for_bmm_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sigmoid_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sign_dtype_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_silu_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_simplify_loops_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sin_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_single_elem_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_size_asserts_for_multi_output_fallback_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sizehint_issue1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_mutation1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_scatter2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_scatter_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_view_with_graph_break_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_softmax_backward_data_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_softmax_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sort_bool_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sort_transpose_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_special_polygamma_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_cumprod_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_cumsum_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_cumsum_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_cumsum_low_prec_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_squeeze1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_squeeze2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_squeeze_varargs_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_std_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_strided_inputs_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum_keepdims_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tensor2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tensor_index_put_slice_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tmp_not_defined_issue2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_to_memory_format_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_triu_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_uint4x2_mixed_mm_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_uint_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unfold_zero_dimension_tensor_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unsqueeze_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_upsample_bicubic2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_upsample_nearest2d_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_var_mean_tile_reduction_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_var_mean_tile_reduction_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_vdd_clamp_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_vectorized_ops_masked_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_view_as_real_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_view_detach_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_views2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_views5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_adaptive_max_pool3d_with_indices_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_arithmetic_constant_folding_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_bool_mask_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_dynamic_stride_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_float_is_integer_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_float_item_neginf_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_floor_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_full_symbolic_value_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_interpolate_ceil_eq_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_item_bool_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_item_materialize_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_item_to_inputs_kernel_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op1_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op2_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op3_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op7_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op8_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_nonzero_no_realloc_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_nonzero_size_factory_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_pad_dynamic_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_shape_as_constant_reciprocal_float_exp_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_sort_dynamic_shape_with_check_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_sub_constant_folding_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_sym_sum_unbacked_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unbacked_cat_backwards_save_data_dependent_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unbacked_matmul_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unbacked_reduction_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unbacked_save_for_backwards_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_dynamic_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_fallback_specialization_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_fallback_symint_specialization_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_operations_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_softshrink_cuda
2025-06-01T22:51:58.2773624Z 
2025-06-01T22:51:58.2773788Z Running test_modules 3/3 ... [2025-06-01 22:51:58.191463]
2025-06-01T22:51:58.2774086Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:51:58.2774425Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading
2025-06-01T22:51:58.2774781Z Uploading artifacts took 0.00 seconds
2025-06-01T22:51:58.2775520Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_modules.py', '-m', 'not serial', '--shard-id=3', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:51:58.192053]
2025-06-01T22:54:14.0143654Z 
2025-06-01T22:54:14.0144490Z test_modules 3/3 was successful, full logs can be found in artifacts with path test/test-reports/test_modules_3.3_d48e203fef0657db_.log
2025-06-01T22:54:14.0461001Z Running 1240 items in this shard: test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose3d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_InstanceNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerEncoderLayer_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReplicationPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softmin_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_LSTM_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReplicationPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose3d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_forward_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_forward_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_forward_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_RMSNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BatchNorm1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BatchNorm1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BatchNorm2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BatchNorm3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GRU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GRU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_InstanceNorm1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LSTM_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SmoothL1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_TransformerEncoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_TransformerEncoder_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_SmoothL1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoderLayer_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_InstanceNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_RMSNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReplicationPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_repr_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LSTM_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_RMSNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_SmoothL1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softmin_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerEncoderLayer_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose3d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerEncoderLayer_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveAvgPool2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveMaxPool1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveMaxPool2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveMaxPool2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AvgPool1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AvgPool2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BCELoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BCEWithLogitsLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BCEWithLogitsLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm1d_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm1d_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm3d_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm3d_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm3d_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CELU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CTCLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CircularPad1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CircularPad2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CircularPad3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConstantPad2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Conv2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Conv3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConvTranspose1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConvTranspose3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CosineEmbeddingLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CosineEmbeddingLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Embedding_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_FractionalMaxPool2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GRU_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GRU_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_HingeEmbeddingLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm1d_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm1d_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm1d_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm2d_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm2d_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm3d_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm3d_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_KLDivLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LPPool1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LPPool3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LPPool3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LSTMCell_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LSTM_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LSTM_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LayerNorm_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Linear_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LocalResponseNorm_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LogSoftmax_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MSELoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MaxPool3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MaxPool3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Mish_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiLabelMarginLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiLabelSoftMarginLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiheadAttention_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiheadAttention_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_PReLU_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_PoissonNLLLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_RMSNorm_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_RNNCell_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_RNN_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReflectionPad3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReplicationPad2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReplicationPad3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_SELU_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_SELU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_SiLU_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Sigmoid_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_SmoothL1Loss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softmax2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softmax_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softmin_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softplus_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softplus_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softsign_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Tanhshrink_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Tanhshrink_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerDecoderLayer_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerEncoderLayer_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerEncoder_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerEncoder_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Transformer_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ZeroPad1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ZeroPad2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ZeroPad3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCELoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCEWithLogitsLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCEWithLogitsLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCEWithLogitsLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm1d_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm1d_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm1d_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Bilinear_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Bilinear_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CELU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CTCLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CosineEmbeddingLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CosineEmbeddingLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CosineEmbeddingLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CrossEntropyLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CrossEntropyLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ELU_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Embedding_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Embedding_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_FractionalMaxPool3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRUCell_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GaussianNLLLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GroupNorm_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GroupNorm_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GroupNorm_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardswish_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardtanh_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HingeEmbeddingLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HingeEmbeddingLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HuberLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm1d_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm1d_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm3d_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_KLDivLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_L1Loss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTMCell_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTM_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTM_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTM_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Linear_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Linear_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Linear_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LocalResponseNorm_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LocalResponseNorm_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LocalResponseNorm_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LogSigmoid_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LogSigmoid_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LogSoftmax_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MSELoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MarginRankingLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MarginRankingLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Mish_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Mish_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Mish_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiLabelMarginLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiLabelMarginLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiLabelSoftMarginLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiLabelSoftMarginLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiheadAttention_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiheadAttention_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiheadAttention_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_NLLLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_PReLU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_PReLU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_PoissonNLLLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_PoissonNLLLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_PoissonNLLLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RMSNorm_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RMSNorm_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNNCell_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNNCell_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU6_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU6_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU6_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Sigmoid_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SmoothL1Loss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SmoothL1Loss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SoftMarginLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SoftMarginLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmax2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmax_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmin_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softplus_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softplus_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softplus_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softshrink_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softshrink_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softshrink_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softsign_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softsign_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softsign_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanh_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanhshrink_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Threshold_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Threshold_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerDecoderLayer_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoderLayer_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Transformer_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Transformer_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad2d_swap_True_set_grad_True_cuda_float32
2025-06-01T22:54:14.0749013Z 
2025-06-01T22:54:14.0749185Z Running dynamo/test_model_output 1/1 ... [2025-06-01 22:54:14.016357]
2025-06-01T22:54:14.0749523Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:54:14.0750310Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_model_output.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:54:14.016831]
2025-06-01T22:54:18.0907839Z 
2025-06-01T22:54:18.0908977Z dynamo/test_model_output 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_model_output_1.1_ec211e811dd8ce00_.log
2025-06-01T22:54:18.0915091Z Running 18 items in this shard: test/dynamo/test_model_output.py::TestHFPretrained::test_pretrained, test/dynamo/test_model_output.py::TestHFPretrained::test_pretrained_non_const_attr, test/dynamo/test_model_output.py::TestModelOutput::test_mo_assign, test/dynamo/test_model_output.py::TestModelOutput::test_mo_create, test/dynamo/test_model_output.py::TestModelOutput::test_mo_from_outside, test/dynamo/test_model_output.py::TestModelOutput::test_mo_getattr, test/dynamo/test_model_output.py::TestModelOutput::test_mo_getattr_missing, test/dynamo/test_model_output.py::TestModelOutput::test_mo_getitem, test/dynamo/test_model_output.py::TestModelOutput::test_mo_index, test/dynamo/test_model_output.py::TestModelOutput::test_mo_init, test/dynamo/test_model_output.py::TestModelOutput::test_mo_init2, test/dynamo/test_model_output.py::TestModelOutput::test_mo_init_with_disable, test/dynamo/test_model_output.py::TestModelOutput::test_mo_newkey, test/dynamo/test_model_output.py::TestModelOutput::test_mo_reconstruct_bytecode, test/dynamo/test_model_output.py::TestModelOutput::test_mo_tuple, test/dynamo/test_model_output.py::TestModelOutput::test_none, test/dynamo/test_model_output.py::TestModelOutput::test_reconstruction, test/dynamo/test_model_output.py::TestModelOutputBertCUDA::test_HF_bert_model_output_cuda
2025-06-01T22:54:18.0921232Z 
2025-06-01T22:54:18.0921720Z Running torch_np/numpy_tests/core/test_numeric 1/1 ... [2025-06-01 22:54:18.090124]
2025-06-01T22:54:18.0922352Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:54:18.0923822Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numeric.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:54:18.090395]
2025-06-01T22:54:22.1646338Z 
2025-06-01T22:54:22.1648091Z torch_np/numpy_tests/core/test_numeric 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numeric_1.1_6b6a8d12527ac535_.log
2025-06-01T22:54:22.1760566Z Running 273 items in this shard: test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_copies, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_negative_resize, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_repeats, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_reshape_from_zero, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_zeroresize, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_choose, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_clip, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_compress, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_count_nonzero, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_cumproduct, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_diagonal, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_accuracy, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype2, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype3, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype4, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype5, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype6, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype7, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-1, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-10, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-9, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_mean, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_prod, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_ptp, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_ravel, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_repeat, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_reshape, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round_2, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round_py_consistency, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_searchsorted, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_size, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_squeeze, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_std, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_sum, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_swapaxes, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_take, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_trace, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_transpose, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_var, test/torch_np/numpy_tests/core/test_numeric.py::TestIsscalar::test_isscalar, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_and_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_and_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_or_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_or_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_xor_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_xor_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_logical, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_all_any, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_logical_and_or_xor, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_logical_not_abs, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolCmp::test_double, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolCmp::test_float, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_default, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_divide_err, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_errobj, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_set, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_D, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_F, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_d, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_e, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_f, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_warnings, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast_2, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast_values, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_coercion, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_coercion_2, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_promote_types_endian, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_result_type, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_tesult_type_2, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_2592_dtype0_count_10_error_index_5, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_2592_dtype0_count_10_error_index_9, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_empty_result, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_failed_itemsetting, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_lengths, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_too_few_items, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_types, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_values, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_?, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_B, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_D, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_F, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_b, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_d, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_e, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_f, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_h, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_i, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_l, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_list, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_countnonzero_axis_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_countnonzero_keepdims, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_onedim, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_onedim_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_trivial, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_trivial_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_twodim, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_zerod, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_zerod_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_sparse, test/torch_np/numpy_tests/core/test_numeric.py::TestIndex::test_boolean, test/torch_np/numpy_tests/core/test_numeric.py::TestIndex::test_boolean_edgecase, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_large_neg_int64, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_neg_width_boundaries, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_negative, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_positive, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_sufficient_width, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_zero, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_base3, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_base_range, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_negative, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_positive, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equal, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equal_equal_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equiv, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_none_compares_elementwise, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_array_double, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_func_takes_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_inplace_array, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_inplace_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_non_contig, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_property, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_scalar_nan_propagation_arr0_amin0_amax0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin2_amax2, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin_1_amax1, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin_1_amax_0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_array_int32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_array_outint32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_memory_overlap, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple2, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple_int32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_transposed, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_noncontig_inplace, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_D, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_F, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_e, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_?, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_B, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_b, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_d, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_f, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_h, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_i, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_l, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_double, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_inplace_01, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_inplace_02, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_inout_casting0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_inout_casting_unsafe, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int64_inout, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int64_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_nonnative, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_01, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_02, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_03, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_04, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_05, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_06, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_07, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_08, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_09, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_10, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_11, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_12, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_equalnan, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_ip_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_ip_not_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_min_int, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_no_parameter_modification, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_equal_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_all_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_isclose_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_none_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_no_parameter_modification, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_non_finite_scalar, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_scalar_return, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_basic, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_ddof1, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_ddof2, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_out_scalar, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_scalars, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVarComplex::test_basic, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVarComplex::test_scalars, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_for_reference_leak, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_full, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_ones, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_zeros, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc0_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc0_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc1_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc1_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc2_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc2_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc3_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc3_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_empty_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_filled_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_ones_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_zeros_like, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_float, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_mode, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_no_overwrite, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_zero_size, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_mode, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_no_overwrite, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_numpy_doc_examples, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_object, test/torch_np/numpy_tests/core/test_numeric.py::TestDtypePositional::test_dtype_positional, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_2D, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_list, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_0, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_1, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_2, test/torch_np/numpy_tests/core/test_numeric.py::TestStringFunction::test_set_string_function, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll1d, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll2d, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestRollaxis::test_exceptions, test/torch_np/numpy_tests/core/test_numeric.py::TestRollaxis::test_results, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_errors, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_multiples, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_new_position, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_to_end, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_preserve_order, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_2x2, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_2x3, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_3x3, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_broadcasting, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_broadcasting_shapes, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_uint8_int32_mixed_dtypes, test/torch_np/numpy_tests/core/test_numeric.py::TestOuterMisc::test_outer_out_param, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_scalar_input, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_single_input, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_sparse, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_C_and_F_simul, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_non_array_input, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_require_each, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_unknown_requirement, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_error_kwargs, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_in_args, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_single_arg, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_number_of_arguments, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_shape_mismatch_error_message, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimension, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimension_einsum, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimensional
2025-06-01T22:54:22.1898417Z 
2025-06-01T22:54:22.1898616Z Running test_numba_integration 1/1 ... [2025-06-01 22:54:22.165088]
2025-06-01T22:54:22.1899098Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:54:22.1900131Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_numba_integration.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:54:22.165489]
2025-06-01T22:54:25.7382876Z 
2025-06-01T22:54:25.7384650Z test_numba_integration 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_numba_integration_1.1_005add5504987e2f_.log
2025-06-01T22:54:25.7389080Z Running 8 items in this shard: test/test_numba_integration.py::TestNumbaIntegration::test_active_device, test/test_numba_integration.py::TestNumbaIntegration::test_array_adaptor, test/test_numba_integration.py::TestNumbaIntegration::test_conversion_errors, test/test_numba_integration.py::TestNumbaIntegration::test_cuda_array_interface, test/test_numba_integration.py::TestNumbaIntegration::test_from_cuda_array_interface, test/test_numba_integration.py::TestNumbaIntegration::test_from_cuda_array_interface_active_device, test/test_numba_integration.py::TestNumbaIntegration::test_from_cuda_array_interface_inferred_strides, test/test_numba_integration.py::TestNumbaIntegration::test_from_cuda_array_interface_lifetime
2025-06-01T22:54:25.7391572Z 
2025-06-01T22:54:25.7391797Z Running inductor/test_fused_attention 1/1 ... [2025-06-01 22:54:25.738088]
2025-06-01T22:54:25.7392217Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:54:25.7393203Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_fused_attention.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:54:25.738647]
2025-06-01T22:54:32.8692436Z 
2025-06-01T22:54:32.8694447Z inductor/test_fused_attention 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_fused_attention_1.1_fd2b7efa8b565cb8_.log
2025-06-01T22:54:32.8752639Z Running 92 items in this shard: test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_insignificant_strides, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_pattern_fails_with_reuse_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_pattern_fails_with_tensor_factor_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_pattern_fails_with_unsupported_mask_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_prev_13_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_prev_14_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_prev_15_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_10_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_11_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_12_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_13_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_14_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_15_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_17_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_19_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_1_freezing, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_1_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_20_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_2_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_3_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_4_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_5_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_6_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_7_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_8_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_9_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_insignificant_strides, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_pattern_fails_with_reuse_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_pattern_fails_with_tensor_factor_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_pattern_fails_with_unsupported_mask_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_prev_13_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_prev_14_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_prev_15_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_10_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_11_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_12_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_13_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_14_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_15_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_17_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_19_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_1_freezing, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_1_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_20_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_2_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_3_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_4_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_5_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_6_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_7_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_8_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_9_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_pattern_fails_with_reuse_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_pattern_fails_with_tensor_factor_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_pattern_fails_with_unsupported_mask_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_prev_13_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_prev_14_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_prev_15_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_11_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_12_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_13_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_14_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_15_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_16_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_16_fp32_mask_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_17_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_18_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_19_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_1_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_20_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_2_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_5_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_pattern_fails_with_reuse_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_pattern_fails_with_tensor_factor_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_pattern_fails_with_unsupported_mask_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_prev_13_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_prev_14_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_prev_15_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_11_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_12_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_13_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_14_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_15_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_16_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_16_fp32_mask_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_17_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_18_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_19_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_1_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_20_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_2_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_5_cpu
2025-06-01T22:54:32.8816078Z 
2025-06-01T22:54:32.8816511Z Running profiler/test_record_function 1/1 ... [2025-06-01 22:54:32.869449]
2025-06-01T22:54:32.8817316Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:54:32.8819235Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_record_function.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:54:32.870029]
2025-06-01T22:54:36.4431101Z 
2025-06-01T22:54:36.4432453Z profiler/test_record_function 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_record_function_1.1_5e32ecb07f2378dc_.log
2025-06-01T22:54:36.4436629Z Running 4 items in this shard: test/profiler/test_record_function.py::TestRecordFunction::test_datapipe_delegation_with_profiler, test/profiler/test_record_function.py::TestRecordFunction::test_datapipe_with_record_function, test/profiler/test_record_function.py::TestRecordFunction::test_datapipe_with_record_function_fork, test/profiler/test_record_function.py::TestRecordFunction::test_record_function
2025-06-01T22:54:36.4440094Z 
2025-06-01T22:54:36.4440497Z Running nn/test_lazy_modules 1/1 ... [2025-06-01 22:54:36.442993]
2025-06-01T22:54:36.4441652Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:54:36.4443858Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_lazy_modules.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:54:36.443552]
2025-06-01T22:54:40.1172118Z 
2025-06-01T22:54:40.1173290Z nn/test_lazy_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_lazy_modules_1.1_9ab2e22964ed48d5_.log
2025-06-01T22:54:40.1197439Z Running 59 items in this shard: test/nn/test_lazy_modules.py::TestLazyModules::test_chained_initialization, test/nn/test_lazy_modules.py::TestLazyModules::test_invalid_functions, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm_with_dict_input, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose1d_kwargs, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d_kwargs, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d_kwargs, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transposed1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_forward_hook, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_linear_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_linear_state_and_forward, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_buffer, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_jit_buffer, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_jit_param, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_parameter, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_pre_forward_hook, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_share_memory_buffer, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_share_memory_param, test/nn/test_lazy_modules.py::TestLazyModules::test_linear, test/nn/test_lazy_modules.py::TestLazyModules::test_linear_state, test/nn/test_lazy_modules.py::TestLazyModules::test_materialize_device, test/nn/test_lazy_modules.py::TestLazyModules::test_materialize_dtype, test/nn/test_lazy_modules.py::TestLazyModules::test_optimizer_pass, test/nn/test_lazy_modules.py::TestLazyModules::test_spectral_norm, test/nn/test_lazy_modules.py::TestLazyModules::test_weight_norm
2025-06-01T22:54:40.1226942Z 
2025-06-01T22:54:40.1227275Z Running test_type_hints 1/1 ... [2025-06-01 22:54:40.117146]
2025-06-01T22:54:40.1227973Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:54:40.1229789Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_type_hints.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:54:40.117694]
2025-06-01T22:54:43.6909352Z 
2025-06-01T22:54:43.6910932Z test_type_hints 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_hints_1.1_20d92868a1fd1a37_.log
2025-06-01T22:54:43.6912586Z Running 1 items in this shard: test/test_type_hints.py::TestTypeHints::test_doc_examples
2025-06-01T22:54:43.6913278Z 
2025-06-01T22:54:43.6913710Z Running dynamo/test_verify_correctness 1/1 ... [2025-06-01 22:54:43.690802]
2025-06-01T22:54:43.6914502Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:54:43.6919371Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_verify_correctness.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:54:43.691365]
2025-06-01T22:54:47.4148170Z 
2025-06-01T22:54:47.4149737Z dynamo/test_verify_correctness 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_verify_correctness_1.1_bdad24a9a48e2639_.log
2025-06-01T22:54:47.4153552Z Running 4 items in this shard: test/dynamo/test_verify_correctness.py::TestVerifyCorrectness::test_example_inputs, test/dynamo/test_verify_correctness.py::TestVerifyCorrectness::test_incorrect_verify_false, test/dynamo/test_verify_correctness.py::TestVerifyCorrectness::test_incorrect_verify_true, test/dynamo/test_verify_correctness.py::TestVerifyCorrectness::test_torchscript
2025-06-01T22:54:47.4156182Z 
2025-06-01T22:54:47.4156502Z Running test_jiterator 1/1 ... [2025-06-01 22:54:47.414673]
2025-06-01T22:54:47.4157487Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:54:47.4159316Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jiterator.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:54:47.415237]
2025-06-01T22:54:51.6911661Z 
2025-06-01T22:54:51.6912401Z test_jiterator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jiterator_1.1_13e61ad8bce1bbc8_.log
2025-06-01T22:54:51.7007123Z Running 289 items in this shard: test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_bfloat16_bfloat16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_bfloat16_complex128, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_bfloat16_complex64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_bfloat16_float16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_bfloat16_float32, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_bfloat16_float64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_bfloat16_int16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_bfloat16_int32, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_bfloat16_int64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_bfloat16_int8, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_bfloat16_uint8, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex128_bfloat16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex128_complex128, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex128_complex64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex128_float16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex128_float32, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex128_float64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex128_int16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex128_int32, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex128_int64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex128_int8, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex128_uint8, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex64_bfloat16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex64_complex128, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex64_complex64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex64_float16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex64_float32, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex64_float64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex64_int16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex64_int32, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex64_int64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex64_int8, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_complex64_uint8, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float16_bfloat16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float16_complex128, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float16_complex64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float16_float16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float16_float32, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float16_float64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float16_int16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float16_int32, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float16_int64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float16_int8, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float16_uint8, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float32_bfloat16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float32_complex128, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float32_complex64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float32_float16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float32_float32, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float32_float64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float32_int16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float32_int32, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float32_int64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float32_int8, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float32_uint8, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float64_bfloat16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float64_complex128, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float64_complex64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float64_float16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float64_float32, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float64_float64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float64_int16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float64_int32, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float64_int64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float64_int8, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_float64_uint8, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int16_bfloat16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int16_complex128, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int16_complex64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int16_float16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int16_float32, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int16_float64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int16_int16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int16_int32, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int16_int64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int16_int8, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int16_uint8, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int32_bfloat16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int32_complex128, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int32_complex64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int32_float16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int32_float32, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int32_float64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int32_int16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int32_int32, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int32_int64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int32_int8, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int32_uint8, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int64_bfloat16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int64_complex128, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int64_complex64, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int64_float16, test/test_jiterator.py::TestPythonJiteratorCUDA::test_all_dtype_contiguous_shape_strides0_cuda_int64_float32, 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test/test_jiterator.py::TestPythonJiteratorCUDA::test_invalid_function_name_code_string_template <typename T> T my _kernel(T x) { return x; }_cuda, test/test_jiterator.py::TestPythonJiteratorCUDA::test_invalid_function_name_code_string_template <typename T> Tmy_kernel(T x) { return x; }_cuda, test/test_jiterator.py::TestPythonJiteratorCUDA::test_multiple_functors_cuda, test/test_jiterator.py::TestPythonJiteratorCUDA::test_various_num_inputs_num_inputs_1_cuda, test/test_jiterator.py::TestPythonJiteratorCUDA::test_various_num_inputs_num_inputs_5_cuda, test/test_jiterator.py::TestPythonJiteratorCUDA::test_various_num_inputs_num_inputs_8_cuda, test/test_jiterator.py::TestPythonJiteratorCUDA::test_various_num_outputs_num_outputs_1_cuda, test/test_jiterator.py::TestPythonJiteratorCUDA::test_various_num_outputs_num_outputs_4_cuda, test/test_jiterator.py::TestPythonJiteratorCUDA::test_various_num_outputs_num_outputs_8_cuda
2025-06-01T22:54:51.7095602Z 
2025-06-01T22:54:51.7095760Z Running inductor/test_padding 1/1 ... [2025-06-01 22:54:51.691723]
2025-06-01T22:54:51.7096079Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:54:51.7096851Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_padding.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:54:51.692272]
2025-06-01T22:54:59.2800654Z 
2025-06-01T22:54:59.2801707Z inductor/test_padding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_padding_1.1_e719e42fdf49610a_.log
2025-06-01T22:54:59.2811820Z Running 30 items in this shard: test/inductor/test_padding.py::PerfTestBetweenGoodAndBadShape::test_BertForMaskedLM, test/inductor/test_padding.py::PerfTestBetweenGoodAndBadShape::test_LinearAndSoftmax_both_shapes, test/inductor/test_padding.py::PerfTestBetweenGoodAndBadShape::test_nobias_LinearAndSoftmax_both_shapes, test/inductor/test_padding.py::PerfTestWithAndWithoutPadding::test_longformer, test/inductor/test_padding.py::PerfTestWithAndWithoutPadding::test_longformer_small_bs, test/inductor/test_padding.py::PerfTestWithAndWithoutPadding::test_nvidia_deeprecommender, test/inductor/test_padding.py::PaddingTest::test_LinearAndSoftmax_codegen, test/inductor/test_padding.py::PaddingTest::test_attention, test/inductor/test_padding.py::PaddingTest::test_cat, test/inductor/test_padding.py::PaddingTest::test_conv, test/inductor/test_padding.py::PaddingTest::test_matmul, test/inductor/test_padding.py::PaddingTest::test_mm_padding_perf, test/inductor/test_padding.py::PaddingTest::test_noop_concat_output_padding_shape0_alignment_bytes_32_pad_output_False, test/inductor/test_padding.py::PaddingTest::test_noop_concat_output_padding_shape1_alignment_bytes_32_pad_output_True, test/inductor/test_padding.py::PaddingTest::test_noop_concat_output_padding_shape2_alignment_bytes_64_pad_output_False, test/inductor/test_padding.py::PaddingTest::test_noop_concat_output_padding_shape3_alignment_bytes_64_pad_output_True, test/inductor/test_padding.py::PaddingTest::test_pad_3d_tensor, test/inductor/test_padding.py::PaddingTest::test_pad_channels_last, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_128_shape0_float16, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_128_shape0_float32, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_128_shape1_float16, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_128_shape1_float32, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_32_shape0_float16, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_32_shape0_float32, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_32_shape1_float16, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_32_shape1_float32, test/inductor/test_padding.py::PaddingTest::test_pad_strides, test/inductor/test_padding.py::PaddingTest::test_pad_strides_skip, test/inductor/test_padding.py::PaddingTest::test_padmm, test/inductor/test_padding.py::PaddingTest::test_view
2025-06-01T22:54:59.2819222Z 
2025-06-01T22:54:59.2819375Z Running test_matmul_cuda 1/1 ... [2025-06-01 22:54:59.279672]
2025-06-01T22:54:59.2819675Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:54:59.2820535Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_matmul_cuda.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:54:59.280263]
2025-06-01T22:54:59.6377280Z 
2025-06-01T22:54:59.6378266Z torch_np/numpy_tests/core/test_multiarray 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_multiarray_1.1_2b002af812b9f207_.log
2025-06-01T22:54:59.6837632Z Running 864 items in this shard: test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_otherflags, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_readonly_flag_protocols_flag__warn_on_write_flag_value_True_writeable_False, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_readonly_flag_protocols_flag_writeable_flag_value_False_writeable_False, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_readonly_flag_protocols_flag_writeable_flag_value_True_writeable_True, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_string_align, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_void_align, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_warnonwrite, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_writeable, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_writeable_any_base, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_writeable_from_buffer, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_writeable_from_readonly, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_writeable_pickle, test/torch_np/numpy_tests/core/test_multiarray.py::TestHash::test_int, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_attributes, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_attributes_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_dtypeattr, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_fill, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_fill_max_uint64, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_fill_readonly, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_fill_struct_array, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_set_stridesattr, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_stridesattr, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_0d_array_shape, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_as_keyword_array, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_as_keyword_asanyarray, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_as_keyword_asarray, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_as_keyword_ascontiguousarray, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_as_keyword_asfortranarray, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_cont, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_copy_false, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_copy_false_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_copy_true, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_copy_true_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_empty, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_object, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_bad_arguments_error_array, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_bad_arguments_error_asanyarray, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_bad_arguments_error_asarray, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_bad_arguments_error_ascontiguousarray, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_bad_arguments_error_asfortranarray, test/torch_np/numpy_tests/core/test_multiarray.py::TestAssignment::test_assignment_broadcasting, test/torch_np/numpy_tests/core/test_multiarray.py::TestAssignment::test_assignment_errors, test/torch_np/numpy_tests/core/test_multiarray.py::TestAssignment::test_cast_to_string, test/torch_np/numpy_tests/core/test_multiarray.py::TestAssignment::test_longdouble_assignment, test/torch_np/numpy_tests/core/test_multiarray.py::TestAssignment::test_stringlike_empty_list, test/torch_np/numpy_tests/core/test_multiarray.py::TestAssignment::test_unicode_assignment, test/torch_np/numpy_tests/core/test_multiarray.py::TestDtypedescr::test_construction, test/torch_np/numpy_tests/core/test_multiarray.py::TestScalarIndexing::test_ellipsis_subscript, test/torch_np/numpy_tests/core/test_multiarray.py::TestScalarIndexing::test_empty_subscript, test/torch_np/numpy_tests/core/test_multiarray.py::TestScalarIndexing::test_invalid_newaxis, test/torch_np/numpy_tests/core/test_multiarray.py::TestScalarIndexing::test_invalid_subscript, test/torch_np/numpy_tests/core/test_multiarray.py::TestScalarIndexing::test_invalid_subscript_assignment, test/torch_np/numpy_tests/core/test_multiarray.py::TestScalarIndexing::test_newaxis, test/torch_np/numpy_tests/core/test_multiarray.py::TestScalarIndexing::test_overlapping_assignment, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_array_of_ragged_array, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_array_too_big, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_deep_nonragged_object, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_empty_unicode, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_failed_len_sequence, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_false_len_iterable, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_false_len_sequence, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_from_attribute, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_from_string, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_malloc_fails, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_no_len_object_type, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_non_sequence_sequence, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_object_initialized_to_None_dtype0_function0, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_object_initialized_to_None_dtype0_function1, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_object_initialized_to_None_dtype0_function2, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_object_initialized_to_None_dtype_(2,3)O_function0, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_object_initialized_to_None_dtype_(2,3)O_function1, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_object_initialized_to_None_dtype_(2,3)O_function2, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_object_initialized_to_None_dtype_O,(3)O_function0, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_object_initialized_to_None_dtype_O,(3)O_function1, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_object_initialized_to_None_dtype_O,(3)O_function2, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_object_initialized_to_None_dtype_O,O_function0, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_object_initialized_to_None_dtype_O,O_function1, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_object_initialized_to_None_dtype_O,O_function2, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_ragged_ndim_object, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_ragged_shape_object, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_sequence_non_homogeneous, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_structured_void_promotion_arr, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_structured_void_promotion_scalar, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_too_big_error, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_void, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_zeros, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_zeros_big, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_zeros_like_like_zeros, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_zeros_obj, test/torch_np/numpy_tests/core/test_multiarray.py::TestCreation::test_zeros_obj_obj, test/torch_np/numpy_tests/core/test_multiarray.py::TestBool::test_cast_from_bytes, test/torch_np/numpy_tests/core/test_multiarray.py::TestBool::test_cast_from_unicode, test/torch_np/numpy_tests/core/test_multiarray.py::TestBool::test_cast_from_void, test/torch_np/numpy_tests/core/test_multiarray.py::TestBool::test_count_nonzero, test/torch_np/numpy_tests/core/test_multiarray.py::TestBool::test_count_nonzero_all, test/torch_np/numpy_tests/core/test_multiarray.py::TestBool::test_count_nonzero_unaligned, test/torch_np/numpy_tests/core/test_multiarray.py::TestBool::test_sum, test/torch_np/numpy_tests/core/test_multiarray.py::TestBool::test_sum_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestBool::test_test_interning, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test__complex__, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test__complex__should_not_work, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test__deepcopy___dtype0, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_all_where, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_any_where, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_empty_array_kth_dtype_B, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_empty_array_kth_dtype_b, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_empty_array_kth_dtype_h, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_empty_array_kth_dtype_i, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_empty_array_kth_dtype_l, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_gh5524_kth_dtype_B, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_gh5524_kth_dtype_b, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_gh5524_kth_dtype_h, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_gh5524_kth_dtype_i, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_gh5524_kth_dtype_l, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_integer, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_out_of_range_dtype_?, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_out_of_range_dtype_B, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_out_of_range_dtype_D, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_out_of_range_dtype_F, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_out_of_range_dtype_b, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_out_of_range_dtype_d, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_out_of_range_dtype_e, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_out_of_range_dtype_f, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_out_of_range_dtype_h, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_out_of_range_dtype_i, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argpartition_out_of_range_dtype_l, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argsort, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argsort_axis, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_argsort_complex, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_arr_mult_2_func0, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_arr_mult_2_func1, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_arr_mult_func0, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_arr_mult_func1, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_choose, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_choose_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_compress, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_conjugate, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_conjugate_out, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_copy, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_diagonal, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_diagonal_memleak, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_diagonal_view_notwriteable, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_dot, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_dot_out_mem_overlap, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_flatten, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_matmul_out, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_no_dgemv_2_func0_dtype_D, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_no_dgemv_2_func0_dtype_F, test/torch_np/numpy_tests/core/test_multiarray.py::TestMethods::test_no_dgemv_2_func0_dtype_d, 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test/torch_np/numpy_tests/core/test_multiarray.py::TestChoose::test_broadcast2, test/torch_np/numpy_tests/core/test_multiarray.py::TestChoose::test_docstring_1, test/torch_np/numpy_tests/core/test_multiarray.py::TestChoose::test_docstring_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestChoose::test_docstring_3, test/torch_np/numpy_tests/core/test_multiarray.py::TestChoose::test_output_dtype_ops0, test/torch_np/numpy_tests/core/test_multiarray.py::TestChoose::test_output_dtype_ops1, test/torch_np/numpy_tests/core/test_multiarray.py::TestChoose::test_output_dtype_ops2, test/torch_np/numpy_tests/core/test_multiarray.py::TestChoose::test_output_dtype_ops3, test/torch_np/numpy_tests/core/test_multiarray.py::TestRepeat::test_axis_spec, test/torch_np/numpy_tests/core/test_multiarray.py::TestRepeat::test_basic, test/torch_np/numpy_tests/core/test_multiarray.py::TestRepeat::test_broadcast1, test/torch_np/numpy_tests/core/test_multiarray.py::TestRepeat::test_broadcast2, test/torch_np/numpy_tests/core/test_multiarray.py::TestWarnings::test_complex_warning, test/torch_np/numpy_tests/core/test_multiarray.py::TestMinScalarType::test_complex, test/torch_np/numpy_tests/core/test_multiarray.py::TestMinScalarType::test_float, test/torch_np/numpy_tests/core/test_multiarray.py::TestMinScalarType::test_nonscalar, test/torch_np/numpy_tests/core/test_multiarray.py::TestMinScalarType::test_usigned_shortshort, test/torch_np/numpy_tests/core/test_multiarray.py::TestPEP3118Dtype::test_byteorder_inside_struct, test/torch_np/numpy_tests/core/test_multiarray.py::TestPEP3118Dtype::test_char_vs_string, test/torch_np/numpy_tests/core/test_multiarray.py::TestPEP3118Dtype::test_field_order, test/torch_np/numpy_tests/core/test_multiarray.py::TestPEP3118Dtype::test_intra_padding, test/torch_np/numpy_tests/core/test_multiarray.py::TestPEP3118Dtype::test_native_padding, test/torch_np/numpy_tests/core/test_multiarray.py::TestPEP3118Dtype::test_native_padding_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestPEP3118Dtype::test_native_padding_3, test/torch_np/numpy_tests/core/test_multiarray.py::TestPEP3118Dtype::test_padding_with_array_inside_struct, test/torch_np/numpy_tests/core/test_multiarray.py::TestPEP3118Dtype::test_trailing_padding, test/torch_np/numpy_tests/core/test_multiarray.py::TestPEP3118Dtype::test_unnamed_fields, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test___array__, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_array_interfaces, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_buffer_interface, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_compatible_cast, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr0_order12_order2_A, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr0_order12_order2_C, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr0_order12_order2_F, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr0_order12_order2_K, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr0_order1_C_order2_A, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr0_order1_C_order2_C, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr0_order1_C_order2_F, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr0_order1_C_order2_K, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr0_order1_F_order2_A, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr0_order1_F_order2_C, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr0_order1_F_order2_F, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr0_order1_F_order2_K, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr1_order12_order2_A, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr1_order12_order2_C, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr1_order12_order2_F, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr1_order12_order2_K, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr1_order1_C_order2_A, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr1_order1_C_order2_C, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr1_order1_C_order2_F, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr1_order1_C_order2_K, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr1_order1_F_order2_A, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr1_order1_F_order2_C, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr1_order1_F_order2_F, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr1_order1_F_order2_K, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_scalars, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_striding_not_ok, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayAttributeDeletion::test_multiarray_flags_not_writable_attribute_deletion, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayAttributeDeletion::test_multiarray_flags_writable_attribute_deletion, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayAttributeDeletion::test_multiarray_not_writable_attributes_deletion, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayAttributeDeletion::test_multiarray_writable_attributes_deletion, test/torch_np/numpy_tests/core/test_multiarray.py::TestDelMisc::test_flat_element_deletion, test/torch_np/numpy_tests/core/test_multiarray.py::TestConversion::test_array_scalar_relational_operation, test/torch_np/numpy_tests/core/test_multiarray.py::TestConversion::test_to_bool_scalar, test/torch_np/numpy_tests/core/test_multiarray.py::TestConversion::test_to_int_scalar, test/torch_np/numpy_tests/core/test_multiarray.py::TestConversion::test_to_int_scalar_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_basic, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_dtype_mix, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_empty_result, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_error, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_exotic, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_exotic_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_foreign, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_kwargs, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_largedim, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_ndim, test/torch_np/numpy_tests/core/test_multiarray.py::TestHashing::test_arrays_not_hashable, test/torch_np/numpy_tests/core/test_multiarray.py::TestHashing::test_collections_hashable, test/torch_np/numpy_tests/core/test_multiarray.py::TestFormat::test_0d, test/torch_np/numpy_tests/core/test_multiarray.py::TestFormat::test_1d_format, test/torch_np/numpy_tests/core/test_multiarray.py::TestFormat::test_1d_no_format, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_argmax_with_out, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_argmin_with_out, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_choose_mod_raise, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_dot_out, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_flatiter__array__, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_insert_noncontiguous, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_put_noncontiguous, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_putmask_noncontiguous, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_take_mode_raise, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_arange_booleans, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_error_paths_and_promotion_which_0, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_error_paths_and_promotion_which_1, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_error_paths_and_promotion_which_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_explicit_dtype_dt0, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_explicit_dtype_dt1, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_explicit_dtype_dt2, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_infinite, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_nan_step, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_require_range, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_require_range_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_start_stop_kwarg, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_zero_step, test/torch_np/numpy_tests/core/test_multiarray.py::TestRichcompareScalar::test_richcompare_scalar_boolean_singleton_return, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_1023, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_128, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_151, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_16, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_191, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_2047, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_24, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_256, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_32, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_383, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_48, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_512, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_64, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_8, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_96, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_int
2025-06-01T22:54:59.7062003Z 
2025-06-01T22:54:59.7062166Z Running nn/test_parametrization 1/1 ... [2025-06-01 22:54:59.640237]
2025-06-01T22:54:59.7062492Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:54:59.7063289Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_parametrization.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:54:59.640920]
2025-06-01T22:55:03.5144776Z 
2025-06-01T22:55:03.5146164Z nn/test_parametrization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_parametrization_1.1_31a6c5c424fe6b47_.log
2025-06-01T22:55:03.5189280Z Running 58 items in this shard: test/nn/test_parametrization.py::TestNNParametrization::test_caching_parametrization_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_caching_parametrization_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_caching_parametrization_with_transfer_parametrizations_and_params_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_caching_parametrization_with_transfer_parametrizations_and_params_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_deepcopy_after_parametrization_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_deepcopy_after_parametrization_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_errors_parametrized_tensor_parametrization_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_errors_parametrized_tensor_parametrization_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_errors_unparametrized_tensor_parametrization_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_errors_unparametrized_tensor_parametrization_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_initialization_parametrization_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_initialization_parametrization_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_multiple_inputs_parametrization_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_multiple_inputs_parametrization_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_new_spectral_norm_dim_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_new_spectral_norm_dim_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_new_spectral_norm_forward_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_new_spectral_norm_forward_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_new_spectral_norm_load_state_dict_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_new_spectral_norm_load_state_dict_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_new_spectral_norm_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_new_spectral_norm_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_new_spectral_norm_value_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_new_spectral_norm_value_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_orthogonal_errors_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_orthogonal_errors_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_orthogonal_parametrization_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_orthogonal_parametrization_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_parametrization_same_training_mode_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_parametrization_same_training_mode_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_register_and_remove_buffer_parametrization_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_register_and_remove_buffer_parametrization_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_register_and_remove_nested_parametrization_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_register_and_remove_nested_parametrization_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_register_and_remove_parametrization_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_register_and_remove_parametrization_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_register_parametrization_no_grad, test/nn/test_parametrization.py::TestNNParametrization::test_serialization_parametrization_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_serialization_parametrization_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_transfer_parametrizations_and_params_many_to_one_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_transfer_parametrizations_and_params_many_to_one_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_transfer_parametrizations_and_params_right_inverse_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_transfer_parametrizations_and_params_right_inverse_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_transfer_parametrizations_and_params_single_param_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_transfer_parametrizations_and_params_single_param_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_transfer_parametrizations_and_params_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_transfer_parametrizations_and_params_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_type_before_parametrizations_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_type_before_parametrizations_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_weight_norm_deepcopy_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_weight_norm_deepcopy_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_weight_norm_pickle_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_weight_norm_pickle_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_weight_norm_state_dict_compat_swap_False, test/nn/test_parametrization.py::TestNNParametrization::test_weight_norm_state_dict_compat_swap_True, test/nn/test_parametrization.py::TestNNParametrization::test_wrapper_subclass_parametrization_swap_True, test/nn/test_parametrization.py::TestNNParametrizationDeviceCUDA::test_weight_norm_parametrization_swap_False_cuda, test/nn/test_parametrization.py::TestNNParametrizationDeviceCUDA::test_weight_norm_parametrization_swap_True_cuda
2025-06-01T22:55:03.5232544Z 
2025-06-01T22:55:03.5233024Z Running dynamo/test_backward_higher_order_ops 1/1 ... [2025-06-01 22:55:03.514517]
2025-06-01T22:55:03.5233871Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:55:03.5235812Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_backward_higher_order_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:55:03.515250]
2025-06-01T22:55:05.4082316Z 
2025-06-01T22:55:05.4084011Z test_matmul_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_matmul_cuda_1.1_889552b4213b0c26_.log
2025-06-01T22:55:05.5076155Z Running 1581 items in this shard: test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_1_batch_size0_backend_cublas_cuda, 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test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_64_batch_size_1_backend_cublas_cuda, 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test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_no_reduced_precision_small_size_8_size_32768_backend_cublas_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_no_reduced_precision_small_size_8_size_32768_backend_cublaslt_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_fp16_accumulate_size_10000_backend_cublas_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_fp16_accumulate_size_10000_backend_cublas_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_fp16_accumulate_size_10000_backend_cublaslt_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_fp16_accumulate_size_10000_backend_cublaslt_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_fp16_accumulate_size_1000_backend_cublas_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_fp16_accumulate_size_1000_backend_cublas_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_fp16_accumulate_size_1000_backend_cublaslt_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_fp16_accumulate_size_1000_backend_cublaslt_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_fp16_accumulate_size_100_backend_cublas_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_fp16_accumulate_size_100_backend_cublas_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_fp16_accumulate_size_100_backend_cublaslt_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_fp16_accumulate_size_100_backend_cublaslt_cuda_float16, 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test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_32_K_64_batch_size_16_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_32_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_32_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_1_batch_size_16_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_1_batch_size_16_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_32_batch_size_16_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_32_batch_size_16_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_64_batch_size_16_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_64_batch_size_16_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMixedDtypesLinearCudaCUDA::test_mixed_dtypes_linear_cuda_bfloat16, test/test_matmul_cuda.py::TestMixedDtypesLinearCudaCUDA::test_mixed_dtypes_linear_cuda_float16, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_compile_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_error_messages_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_error_messages_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_1023_64_48_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_1023_64_48_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_1025_128_96_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_1025_128_96_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_127_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_127_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_128_128_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_128_128_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_128_256_512_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_128_256_512_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_197_224_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_197_224_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_197_240_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_197_240_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_256_256_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_256_256_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_256_512_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_256_512_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_2_1024_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_2_1024_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_31_1024_64_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_31_1024_64_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_45_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_45_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_512_128_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_512_128_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_65_96_112_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_False_65_96_112_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_1023_64_48_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_1023_64_48_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_1025_128_96_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_1025_128_96_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_127_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_127_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_128_128_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_128_128_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_128_256_512_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_128_256_512_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_197_224_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_197_224_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_197_240_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_197_240_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_256_256_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_256_256_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_256_512_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_256_512_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_2_1024_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_2_1024_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_31_1024_64_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_31_1024_64_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_45_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_45_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_512_128_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_512_128_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_65_96_112_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_eye_b_eye_fast_accum_True_65_96_112_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_1023_64_48_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_1023_64_48_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_1025_128_96_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_1025_128_96_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_127_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_127_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_128_128_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_128_128_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_128_256_512_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_128_256_512_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_197_224_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_197_224_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_197_240_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_197_240_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_256_256_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_256_256_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_256_512_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_256_512_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_2_1024_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_2_1024_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_31_1024_64_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_31_1024_64_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_45_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_45_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_512_128_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_512_128_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_65_96_112_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_False_65_96_112_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_1023_64_48_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_1023_64_48_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_1025_128_96_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_1025_128_96_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_127_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_127_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_128_128_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_128_128_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_128_256_512_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_128_256_512_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_197_224_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_197_224_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_197_240_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_197_240_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_256_256_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_256_256_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_256_512_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_256_512_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_2_1024_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_2_1024_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_31_1024_64_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_31_1024_64_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_45_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_45_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_512_128_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_512_128_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_65_96_112_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_fast_accum_True_65_96_112_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_1023_64_48_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_1023_64_48_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_1025_128_96_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_1025_128_96_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_127_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_127_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_128_128_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_128_128_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_128_256_512_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_128_256_512_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_197_224_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_197_224_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_197_240_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_197_240_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_256_256_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_256_256_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_256_512_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_256_512_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_2_1024_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_2_1024_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_31_1024_64_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_31_1024_64_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_45_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_45_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_512_128_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_512_128_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_65_96_112_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_False_65_96_112_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_1023_64_48_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_1023_64_48_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_1025_128_96_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_1025_128_96_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_127_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_127_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_128_128_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_128_128_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_128_256_512_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_128_256_512_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_197_224_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_197_224_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_197_240_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_197_240_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_256_256_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_256_256_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_256_512_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_256_512_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_2_1024_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_2_1024_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_31_1024_64_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_31_1024_64_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_45_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_45_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_512_128_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_512_128_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_65_96_112_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_ones_modified_fast_accum_True_65_96_112_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_1023_64_48_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_1023_64_48_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_1025_128_96_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_1025_128_96_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_127_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_127_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_128_128_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_128_128_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_128_256_512_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_128_256_512_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_197_224_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_197_224_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_197_240_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_197_240_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_256_256_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_256_256_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_256_512_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_256_512_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_2_1024_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_2_1024_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_31_1024_64_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_31_1024_64_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_45_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_45_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_512_128_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_512_128_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_65_96_112_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_False_65_96_112_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_1023_64_48_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_1023_64_48_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_1025_128_96_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_1025_128_96_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_127_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_127_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_128_128_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_128_128_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_128_256_512_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_128_256_512_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_197_224_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_197_224_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_197_240_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_197_240_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_256_256_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_256_256_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_256_512_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_256_512_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_2_1024_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_2_1024_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_31_1024_64_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_31_1024_64_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_45_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_45_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_512_128_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_512_128_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_65_96_112_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_b_scale_modified_fast_accum_True_65_96_112_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_1023_64_48_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_1023_64_48_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_1025_128_96_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_1025_128_96_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_127_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_127_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_128_128_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_128_128_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_128_256_512_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_128_256_512_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_197_224_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_197_224_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_197_240_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_197_240_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_256_256_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_256_256_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_256_512_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_256_512_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_2_1024_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_2_1024_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_31_1024_64_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_31_1024_64_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_45_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_45_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_512_128_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_512_128_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_65_96_112_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_False_65_96_112_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_1023_64_48_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_1023_64_48_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_1025_128_96_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_1025_128_96_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_127_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_127_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_128_128_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_128_128_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_128_256_512_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_128_256_512_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_197_224_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_197_224_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_197_240_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_197_240_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_256_256_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_256_256_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_256_512_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_256_512_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_2_1024_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_2_1024_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_31_1024_64_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_31_1024_64_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_45_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_45_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_512_128_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_512_128_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_65_96_112_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_ones_modified_b_ones_fast_accum_True_65_96_112_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_1023_64_48_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_1023_64_48_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_1025_128_96_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_1025_128_96_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_127_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_127_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_128_128_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_128_128_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_128_256_512_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_128_256_512_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_197_224_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_197_224_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_197_240_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_197_240_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_256_256_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_256_256_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_256_512_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_256_512_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_2_1024_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_2_1024_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_31_1024_64_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_31_1024_64_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_45_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_45_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_512_128_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_512_128_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_65_96_112_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_False_65_96_112_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_1023_64_48_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_1023_64_48_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_1025_128_96_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_1025_128_96_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_127_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_127_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_128_128_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_128_128_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_128_256_512_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_128_256_512_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_197_224_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_197_224_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_197_240_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_197_240_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_256_256_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_256_256_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_256_512_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_256_512_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_2_1024_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_2_1024_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_31_1024_64_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_31_1024_64_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_45_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_45_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_512_128_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_512_128_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_65_96_112_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_a_scale_modified_b_ones_fast_accum_True_65_96_112_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_1023_64_48_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_1023_64_48_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_1025_128_96_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_1025_128_96_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_127_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_127_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_128_128_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_128_128_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_128_256_512_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_128_256_512_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_197_224_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_197_224_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_197_240_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_197_240_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_256_256_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_256_256_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_256_512_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_256_512_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_2_1024_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_2_1024_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_31_1024_64_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_31_1024_64_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_45_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_45_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_512_128_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_512_128_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_65_96_112_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_False_65_96_112_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_1023_64_48_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_1023_64_48_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_1025_128_96_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_1025_128_96_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_127_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_127_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_128_128_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_128_128_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_128_256_512_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_128_256_512_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_197_224_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_197_224_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_197_240_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_197_240_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_256_256_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_256_256_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_256_512_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_256_512_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_2_1024_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_2_1024_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_31_1024_64_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_31_1024_64_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_45_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_45_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_512_128_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_512_128_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_65_96_112_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_from_data_fast_accum_True_65_96_112_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_1023_64_48_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_1023_64_48_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_1025_128_96_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_1025_128_96_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_127_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_127_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_128_128_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_128_128_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_128_256_512_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_128_256_512_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_197_224_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_197_224_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_197_240_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_197_240_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_256_256_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_256_256_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_256_512_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_256_512_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_2_1024_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_2_1024_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_31_1024_64_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_31_1024_64_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_45_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_45_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_512_128_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_512_128_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_65_96_112_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_False_65_96_112_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_1023_64_48_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_1023_64_48_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_1025_128_96_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_1025_128_96_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_127_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_127_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_128_128_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_128_128_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_128_256_512_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_128_256_512_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_197_224_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_197_224_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_197_240_272_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_197_240_272_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_256_256_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_256_256_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_256_512_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_256_512_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_2_1024_128_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_2_1024_128_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_31_1024_64_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_31_1024_64_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_45_96_1024_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_45_96_1024_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_512_128_256_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_512_128_256_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_65_96_112_recipe_mxfp8_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_mxfp8_nvfp4_numerics_test_case_name_data_random_scales_one_fast_accum_True_65_96_112_recipe_nvfp4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_blockwise_nvfp4_compile_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_error_message_fp8_pre_sm89_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_float32_output_errors_with_bias_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_float8_basics_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_float8_bias_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_float8_bias_relu_edgecase_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_float8_error_messages_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_float8_rowwise_scaling_sanity_use_fast_accum_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_float8_rowwise_scaling_sanity_use_fast_accum_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_float8_scale_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_float8_scale_fast_accum_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_honor_sm_carveout_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_non_divisible_leading_dim_bias_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_non_divisible_leading_dim_bias_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_pack_uint4_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_2d_2d_fast_accum_False_strided_False_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_2d_2d_fast_accum_False_strided_False_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_2d_2d_fast_accum_False_strided_True_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_2d_2d_fast_accum_False_strided_True_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_2d_2d_fast_accum_True_strided_False_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_2d_2d_fast_accum_True_strided_False_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_2d_2d_fast_accum_True_strided_True_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_2d_2d_fast_accum_True_strided_True_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_2d_3d_fast_accum_False_strided_False_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_2d_3d_fast_accum_False_strided_False_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_2d_3d_fast_accum_False_strided_True_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_2d_3d_fast_accum_False_strided_True_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_2d_3d_fast_accum_True_strided_False_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_2d_3d_fast_accum_True_strided_False_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_2d_3d_fast_accum_True_strided_True_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_2d_3d_fast_accum_True_strided_True_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_3d_2d_fast_accum_False_strided_False_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_3d_2d_fast_accum_False_strided_False_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_3d_2d_fast_accum_False_strided_True_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_3d_2d_fast_accum_False_strided_True_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_3d_2d_fast_accum_True_strided_False_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_3d_2d_fast_accum_True_strided_False_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_3d_2d_fast_accum_True_strided_True_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_3d_2d_fast_accum_True_strided_True_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_3d_3d_fast_accum_False_strided_False_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_3d_3d_fast_accum_False_strided_False_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_3d_3d_fast_accum_False_strided_True_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_3d_3d_fast_accum_False_strided_True_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_3d_3d_fast_accum_True_strided_False_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_3d_3d_fast_accum_True_strided_False_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_3d_3d_fast_accum_True_strided_True_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_grouped_gemm_3d_3d_fast_accum_True_strided_True_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_mm_change_stride_bfloat16_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_mm_change_stride_float16_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_mm_change_stride_float32_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_mm_vs_emulated_bfloat16_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_mm_vs_emulated_float16_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_mm_vs_emulated_float32_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_scaled_mm_vs_emulated_row_wise_bfloat16_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_zero_dim_tensorwise_which_dim_zero_0_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_zero_dim_tensorwise_which_dim_zero_0_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_zero_dim_tensorwise_which_dim_zero_1_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_zero_dim_tensorwise_which_dim_zero_1_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_zero_dim_tensorwise_which_dim_zero_2_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCUDA::test_zero_dim_tensorwise_which_dim_zero_2_use_torch_compile_True_cuda
2025-06-01T22:55:05.5650490Z 
2025-06-01T22:55:05.5650636Z Running test_datapipe 1/1 ... [2025-06-01 22:55:05.410790]
2025-06-01T22:55:05.5650951Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:55:05.5651852Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_datapipe.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:55:05.411116]
2025-06-01T22:55:07.2397240Z 
2025-06-01T22:55:07.2398259Z dynamo/test_backward_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_backward_higher_order_ops_1.1_a7808d5cca594013_.log
2025-06-01T22:55:07.2401690Z Running 7 items in this shard: test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_in_eager, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_in_pt2, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_in_pt2_compiled_autograd, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_in_pt2_compiled_autograd_graph_breaks, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_in_pt2_compiled_autograd_side_effect, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_make_bw, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_make_fx_forward_contrived
2025-06-01T22:55:07.2404442Z 
2025-06-01T22:55:07.2404662Z Running inductor/test_unbacked_symints 1/1 ... [2025-06-01 22:55:07.239684]
2025-06-01T22:55:07.2405164Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:55:07.2408826Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_unbacked_symints.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:55:07.240311]
2025-06-01T22:55:09.0838304Z 
2025-06-01T22:55:09.0838955Z test_datapipe 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_datapipe_1.1_ea586cb595ad7031_.log
2025-06-01T22:55:09.0880694Z Running 94 items in this shard: test/test_datapipe.py::TestDataChunk::test_as_string, test/test_datapipe.py::TestDataChunk::test_getitem, test/test_datapipe.py::TestDataChunk::test_iter, test/test_datapipe.py::TestDataChunk::test_len, test/test_datapipe.py::TestDataChunk::test_random_shuffle, test/test_datapipe.py::TestDataChunk::test_reverse, test/test_datapipe.py::TestDataChunk::test_sort, test/test_datapipe.py::TestStreamWrapper::test_api, test/test_datapipe.py::TestStreamWrapper::test_dir, test/test_datapipe.py::TestStreamWrapper::test_pickle, test/test_datapipe.py::TestStreamWrapper::test_repr, test/test_datapipe.py::TestIterableDataPipeBasic::test_demux_mux_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_groupby_iterable_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_listdirfiles_iterable_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_listdirfilesdeterministic_iterable_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_map_with_col_file_handle_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_openfilesfromdisk_iterable_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_routeddecoder_iterable_datapipe, test/test_datapipe.py::TestCaptureDataFrame::test_basic_capture, test/test_datapipe.py::TestDataFramesPipes::test_batch, test/test_datapipe.py::TestDataFramesPipes::test_capture, test/test_datapipe.py::TestDataFramesPipes::test_collate, test/test_datapipe.py::TestDataFramesPipes::test_filter, test/test_datapipe.py::TestDataFramesPipes::test_shuffle, test/test_datapipe.py::TestDataFramesPipes::test_unbatch, test/test_datapipe.py::TestFunctionalIterDataPipe::test_batch_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_collate_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_concat_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_demux_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_docstring, test/test_datapipe.py::TestFunctionalIterDataPipe::test_filter_datapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_fork_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_iterable_wrapper_datapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_map_dict_with_col_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_map_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_map_tuple_list_with_col_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_mux_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_sampler_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_serializable, test/test_datapipe.py::TestFunctionalIterDataPipe::test_serializable_with_dill, test/test_datapipe.py::TestFunctionalIterDataPipe::test_shuffler_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_stream_reader_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_unbatch_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_zip_iterdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_batch_mapdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_concat_mapdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_docstring, test/test_datapipe.py::TestFunctionalMapDataPipe::test_map_mapdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_sequence_wrapper_datapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_serializable, test/test_datapipe.py::TestFunctionalMapDataPipe::test_serializable_with_dill, test/test_datapipe.py::TestFunctionalMapDataPipe::test_shuffler_mapdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_zip_mapdatapipe, test/test_datapipe.py::TestTyping::test_compile_time, test/test_datapipe.py::TestTyping::test_construct_time, test/test_datapipe.py::TestTyping::test_isinstance, test/test_datapipe.py::TestTyping::test_issubinstance, test/test_datapipe.py::TestTyping::test_protocol, test/test_datapipe.py::TestTyping::test_reinforce, test/test_datapipe.py::TestTyping::test_runtime, test/test_datapipe.py::TestTyping::test_subtype, test/test_datapipe.py::TestGraph::test_simple_traverse, test/test_datapipe.py::TestGraph::test_traverse_circular_datapipe, test/test_datapipe.py::TestGraph::test_traverse_forked, test/test_datapipe.py::TestGraph::test_traverse_mapdatapipe, test/test_datapipe.py::TestGraph::test_traverse_mixdatapipe, test/test_datapipe.py::TestGraph::test_traverse_unhashable_datapipe, test/test_datapipe.py::TestSerialization::test_spawn_lambdas_iter, test/test_datapipe.py::TestSerialization::test_spawn_lambdas_map, test/test_datapipe.py::TestCircularSerialization::test_circular_serialization_with_dill, test/test_datapipe.py::TestCircularSerialization::test_circular_serialization_with_pickle, test/test_datapipe.py::TestSharding::test_legacy_custom_sharding, test/test_datapipe.py::TestSharding::test_legacy_custom_sharding_with_old_dataloader, test/test_datapipe.py::TestSharding::test_multi_sharding, test/test_datapipe.py::TestSharding::test_old_dataloader, test/test_datapipe.py::TestSharding::test_sharding_groups, test/test_datapipe.py::TestSharding::test_sharding_groups_in_legacy_grouping_package, test/test_datapipe.py::TestSharding::test_sharding_length, test/test_datapipe.py::TestSharding::test_simple_sharding, test/test_datapipe.py::TestIterDataPipeSingletonConstraint::test_iterdatapipe_singleton_buggy, test/test_datapipe.py::TestIterDataPipeSingletonConstraint::test_iterdatapipe_singleton_constraint_multiple_outputs, test/test_datapipe.py::TestIterDataPipeSingletonConstraint::test_iterdatapipe_singleton_generator, test/test_datapipe.py::TestIterDataPipeSingletonConstraint::test_iterdatapipe_singleton_new_object, test/test_datapipe.py::TestIterDataPipeSingletonConstraint::test_iterdatapipe_singleton_self_next, test/test_datapipe.py::TestIterDataPipeCountSampleYielded::test_iterdatapipe_sample_yielded_generator_function, test/test_datapipe.py::TestIterDataPipeCountSampleYielded::test_iterdatapipe_sample_yielded_generator_function_exception, test/test_datapipe.py::TestIterDataPipeCountSampleYielded::test_iterdatapipe_sample_yielded_next, test/test_datapipe.py::TestIterDataPipeCountSampleYielded::test_iterdatapipe_sample_yielded_next_exception, test/test_datapipe.py::TestIterDataPipeCountSampleYielded::test_iterdatapipe_sample_yielded_return_self, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_custom_non_generator, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_custom_self_next, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_graph, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_graph_repeated, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_graph_with_serialization
2025-06-01T22:55:09.0927747Z 
2025-06-01T22:55:09.0928127Z Running dynamo/test_cudagraphs 1/1 ... [2025-06-01 22:55:09.083991]
2025-06-01T22:55:09.0928889Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:55:09.0930767Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_cudagraphs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:55:09.084501]
2025-06-01T22:55:12.8073559Z 
2025-06-01T22:55:12.8074572Z dynamo/test_cudagraphs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_cudagraphs_1.1_ffade35adee21f0a_.log
2025-06-01T22:55:12.8077906Z Running 8 items in this shard: test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_basic, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_dead_fill, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_dtoh, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_factory, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_htod, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_mutate_constant, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_mutate_input, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_mutated_metadata
2025-06-01T22:55:12.8080117Z 
2025-06-01T22:55:12.8080295Z Running test_maskedtensor 1/1 ... [2025-06-01 22:55:12.806883]
2025-06-01T22:55:12.8080668Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:55:12.8081634Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_maskedtensor.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:55:12.807456]
2025-06-01T22:55:14.6216349Z 
2025-06-01T22:55:14.6217363Z inductor/test_unbacked_symints 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_unbacked_symints_1.1_916b4c966154a732_.log
2025-06-01T22:55:14.6226684Z Running 24 items in this shard: test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_autotuning_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_broadcast_tensors_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_einsum_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_equivalent_backed_unbacked_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_expand_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_expand_ok_with_runtime_assert_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_issue_143498_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_addmm_False_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_addmm_True_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_bmm_False_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_bmm_True_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_mm_False_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_mm_True_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_nonzero_in_inference_mode_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_split_with_sizes_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_triton_kernel_grid_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_masked_scatter_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_range_tree_divisor_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_repeat_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_slice_on_subclass_dynamic2_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_slice_on_subclass_dynamic_False_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_slice_on_subclass_dynamic_True_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_vertical_pointwise_reduction_fusion_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_view_of_slice_cuda
2025-06-01T22:55:14.6235252Z 
2025-06-01T22:55:14.6235424Z Running test_monitor 1/1 ... [2025-06-01 22:55:14.621637]
2025-06-01T22:55:14.6235778Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:55:14.6236833Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_monitor.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:55:14.621973]
2025-06-01T22:55:18.3449621Z 
2025-06-01T22:55:18.3451137Z test_monitor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_monitor_1.1_21a8937c6ec96634_.log
2025-06-01T22:55:18.3455064Z Running 6 items in this shard: test/test_monitor.py::TestMonitor::test_event_handler, test/test_monitor.py::TestMonitor::test_fixed_count_stat, test/test_monitor.py::TestMonitor::test_interval_stat, test/test_monitor.py::TestMonitor::test_log_event, test/test_monitor.py::TestMonitor::test_wait_counter, test/test_monitor.py::TestMonitorTensorboard::test_event_handler
2025-06-01T22:55:18.3457453Z 
2025-06-01T22:55:18.3457895Z Running inductor/test_auto_functionalize 1/1 ... [2025-06-01 22:55:18.344860]
2025-06-01T22:55:18.3458707Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:55:18.3461000Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_auto_functionalize.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:55:18.345549]
2025-06-01T22:55:18.8352995Z 
2025-06-01T22:55:18.8354414Z test_maskedtensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_maskedtensor_1.1_8ac6a440a01f4954_.log
2025-06-01T22:55:18.8860044Z Running 956 items in this shard: test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn0, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn1, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn10, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn11, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn12, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn13, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn14, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn15, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn16, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn17, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn18, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn19, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn2, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn20, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn21, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn22, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn23, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn24, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn25, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn26, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn27, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn28, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn29, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn3, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn30, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn31, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn32, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn33, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn34, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn35, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn36, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn37, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn38, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn39, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn4, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn40, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn41, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn42, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn43, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn44, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn45, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn46, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn47, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn48, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn49, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn5, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn50, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn51, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn52, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn53, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn54, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn55, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn56, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn57, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn6, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn7, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn8, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn9, test/test_maskedtensor.py::TestUnary::test_unary_fn0, test/test_maskedtensor.py::TestUnary::test_unary_fn1, test/test_maskedtensor.py::TestUnary::test_unary_fn10, test/test_maskedtensor.py::TestUnary::test_unary_fn11, test/test_maskedtensor.py::TestUnary::test_unary_fn12, test/test_maskedtensor.py::TestUnary::test_unary_fn13, test/test_maskedtensor.py::TestUnary::test_unary_fn14, test/test_maskedtensor.py::TestUnary::test_unary_fn15, test/test_maskedtensor.py::TestUnary::test_unary_fn16, test/test_maskedtensor.py::TestUnary::test_unary_fn17, test/test_maskedtensor.py::TestUnary::test_unary_fn18, test/test_maskedtensor.py::TestUnary::test_unary_fn19, test/test_maskedtensor.py::TestUnary::test_unary_fn2, test/test_maskedtensor.py::TestUnary::test_unary_fn20, test/test_maskedtensor.py::TestUnary::test_unary_fn21, test/test_maskedtensor.py::TestUnary::test_unary_fn22, test/test_maskedtensor.py::TestUnary::test_unary_fn23, test/test_maskedtensor.py::TestUnary::test_unary_fn24, test/test_maskedtensor.py::TestUnary::test_unary_fn25, test/test_maskedtensor.py::TestUnary::test_unary_fn26, test/test_maskedtensor.py::TestUnary::test_unary_fn27, test/test_maskedtensor.py::TestUnary::test_unary_fn28, test/test_maskedtensor.py::TestUnary::test_unary_fn29, test/test_maskedtensor.py::TestUnary::test_unary_fn3, test/test_maskedtensor.py::TestUnary::test_unary_fn30, test/test_maskedtensor.py::TestUnary::test_unary_fn31, test/test_maskedtensor.py::TestUnary::test_unary_fn32, test/test_maskedtensor.py::TestUnary::test_unary_fn33, test/test_maskedtensor.py::TestUnary::test_unary_fn34, test/test_maskedtensor.py::TestUnary::test_unary_fn35, test/test_maskedtensor.py::TestUnary::test_unary_fn36, test/test_maskedtensor.py::TestUnary::test_unary_fn37, test/test_maskedtensor.py::TestUnary::test_unary_fn38, test/test_maskedtensor.py::TestUnary::test_unary_fn39, test/test_maskedtensor.py::TestUnary::test_unary_fn4, test/test_maskedtensor.py::TestUnary::test_unary_fn40, test/test_maskedtensor.py::TestUnary::test_unary_fn41, test/test_maskedtensor.py::TestUnary::test_unary_fn42, test/test_maskedtensor.py::TestUnary::test_unary_fn43, test/test_maskedtensor.py::TestUnary::test_unary_fn44, test/test_maskedtensor.py::TestUnary::test_unary_fn45, test/test_maskedtensor.py::TestUnary::test_unary_fn46, test/test_maskedtensor.py::TestUnary::test_unary_fn47, test/test_maskedtensor.py::TestUnary::test_unary_fn48, test/test_maskedtensor.py::TestUnary::test_unary_fn49, test/test_maskedtensor.py::TestUnary::test_unary_fn5, test/test_maskedtensor.py::TestUnary::test_unary_fn50, test/test_maskedtensor.py::TestUnary::test_unary_fn51, test/test_maskedtensor.py::TestUnary::test_unary_fn52, test/test_maskedtensor.py::TestUnary::test_unary_fn53, test/test_maskedtensor.py::TestUnary::test_unary_fn54, test/test_maskedtensor.py::TestUnary::test_unary_fn55, test/test_maskedtensor.py::TestUnary::test_unary_fn56, test/test_maskedtensor.py::TestUnary::test_unary_fn57, test/test_maskedtensor.py::TestUnary::test_unary_fn58, test/test_maskedtensor.py::TestUnary::test_unary_fn59, 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test/test_maskedtensor.py::TestBasicsCUDA::test_to_dense_and_sparse_coo_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_to_dense_and_sparse_csr_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_to_dense_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_to_sparse_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_unfold_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_where_cuda
2025-06-01T22:55:18.9101008Z 
2025-06-01T22:55:18.9101305Z Running inductor/test_efficient_conv_bn_eval 1/1 ... [2025-06-01 22:55:18.836830]
2025-06-01T22:55:18.9101728Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:55:18.9102546Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_efficient_conv_bn_eval.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:55:18.837167]
2025-06-01T22:55:22.2194581Z 
2025-06-01T22:55:22.2196128Z inductor/test_auto_functionalize 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_auto_functionalize_1.1_28bbc08ea06a8a0d_.log
2025-06-01T22:55:22.2215989Z Running 38 items in this shard: test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias2_dynamic, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias_id_input_to_custom_op, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias_id_output, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_can_with_default, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_can_with_none_return, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra1, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra3, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra4, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra5, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_old, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_on_view, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_optional_old, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_optional_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_self_as_mutate_arg, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_tensorlist, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_with_returns_old, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_with_returns_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_can_auto_functionalize, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_dynamic2_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_dynamic3_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_dynamic_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_graph_input_is_view, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode1_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode2_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode3_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode4_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode_view, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_recompile, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_slice, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_slice_dynamic, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_split, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_split_dynamic, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_try_use_slice, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_unbacked_auto_functionalize_op
2025-06-01T22:55:22.2237362Z 
2025-06-01T22:55:22.2237691Z Running test_decomp 3/11 ... [2025-06-01 22:55:22.219413]
2025-06-01T22:55:22.2238345Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T22:55:22.2240132Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=3', '--num-shards=11', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 22:55:22.220009]
2025-06-01T23:00:33.3490130Z 
2025-06-01T23:00:33.3492161Z inductor/test_efficient_conv_bn_eval 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_efficient_conv_bn_eval_1.1_be54398aebae33ea_.log
2025-06-01T23:00:33.3494907Z Running 2 items in this shard: test/inductor/test_efficient_conv_bn_eval.py::EfficientConvBNEvalCpuTests::test_basic_cpu, test/inductor/test_efficient_conv_bn_eval.py::EfficientConvBNEvalGpuTests::test_basic_cuda
2025-06-01T23:00:33.3496414Z 
2025-06-01T23:00:33.3496724Z Running test_decomp 4/11 ... [2025-06-01 23:00:33.348841]
2025-06-01T23:00:33.3497382Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:00:33.3499145Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=4', '--num-shards=11', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:00:33.349162]
2025-06-01T23:15:04.1775032Z 
2025-06-01T23:15:04.1775943Z test_decomp 3/11 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_3.11_242845a68b78cd1b_.log
2025-06-01T23:15:04.2066366Z Running 788 items in this shard: test/test_decomp.py::TestDecompCUDA::test_arange_graph_cuda, test/test_decomp.py::TestDecompCUDA::test_cat_single_input_cuda, test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rand___cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rpow___cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rxor___cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__native_batch_norm_legit_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acos_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_add_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_add_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcdiv_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcdiv_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addr_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addr_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_all_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amin_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_arange_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argsort_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argwhere_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asinh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atanh_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_1d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_3d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bernoulli_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bincount_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_and_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_left_shift_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_not_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_xor_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bool_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bool_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_shapes_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_to_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_to_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_byte_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cartesian_prod_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cartesian_prod_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cdouble_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ceil_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ceil_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cfloat_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_char_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_char_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_char_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chunk_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chunk_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_max_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_max_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clone_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_column_stack_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_combinations_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_physical_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_physical_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_constant_pad_nd_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_constant_pad_nd_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_contiguous_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_contiguous_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_copysign_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_count_nonzero_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cov_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cov_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cummin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumprod_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_deg2rad_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagflat_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_scatter_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_scatter_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_floor_rounding_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_strided_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_strided_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eq_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erfc_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exponential_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_float8_e5m2fnuz, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftn_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfftn_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft2_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_power_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_power_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_divide_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmod_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmod_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gather_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_grid_sampler_2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_half_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_half_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_heaviside_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_histc_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_histc_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_histc_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hsplit_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hypot_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_i0_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_fill_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amax_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_inner_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_inner_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_int_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_int_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isfinite_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isfinite_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isfinite_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isfinite_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isnan_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isnan_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isnan_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isneginf_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kthvalue_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ldexp_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ldexp_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ldexp_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_le_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lerp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lgamma_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_ldl_factor_ex_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lstsq_grad_oriented_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lstsq_grad_oriented_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_rank_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_multi_dot_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_pinv_singular_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_svd_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vander_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vector_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_tensor_overload_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log1p_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_with_dtype_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logcumsumexp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_xor_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logit_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logsumexp_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mH_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumprod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumsum_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_log_softmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_logaddexp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_mean_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_mean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_normalize_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_scatter_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_select_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_softmin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_std_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_sum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_binary_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_binary_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_pool2d_with_indices_backward_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_pool2d_with_indices_backward_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_maximum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_maximum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_no_dim_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nan_to_num_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nan_to_num_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nansum_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_native_dropout_backward_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ne_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_neg_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_neg_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_strided_cuda_bool, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv2d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose2d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cross_entropy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_dropout2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_dropout3d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_dropout_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_gaussian_nll_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_gelu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_glu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardsigmoid_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardtanh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_huber_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_trilinear_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool2d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool2d_grad_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool3d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_mse_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_multi_margin_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_multi_margin_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_circular_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_circular_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu6_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_rms_norm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_rrelu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_silu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_silu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_soft_margin_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softsign_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softsign_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softsign_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_upsample_bilinear_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_static_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_inf_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_inf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_nuc_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_like_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ormqr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_outer_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_outer_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_positive_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_pow_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_put_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_put_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_put_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randint_like_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ravel_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_real_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_real_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_as_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize__cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize_as__cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rot90_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rot90_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rot90_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_decimals_3_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsqrt_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_add_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_add_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amax_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_prod_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_prod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_sum_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_searchsorted_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_searchsorted_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_short_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sigmoid_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sigmoid_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sign_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_exponential_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_general_hamming_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_hamming_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_hann_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signbit_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sin_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinc_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinc_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinh_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_scatter_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sort_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_airy_ai_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_airy_ai_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_j1_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_y0_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_y0_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_entr_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_erfcx_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i0e_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i0e_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i0e_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1e_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_log_ndtr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i0_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i0_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_zeta_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_square_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stack_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stack_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_mean_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sub_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sub_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sum_cuda_int16, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapezoid_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapz_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triangular_solve_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tril_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_indices_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_true_divide_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_true_divide_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_true_divide_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unflatten_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_uniform_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_consecutive_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_split_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_unbiased_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_as_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vsplit_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_where_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_where_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_where_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_xlogy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zero__cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_like_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick__chunk_cat_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick__native_batch_norm_legit_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick__upsample_bilinear2d_aa_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_abs_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_abs_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_acosh_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_acosh_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_add_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_addmm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_addmm_decomposed_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_amax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_amin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_arange_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_arange_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_asinh_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_asinh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_atan_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_atan_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_baddbmm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_baddbmm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_block_diag_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_block_diag_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_block_diag_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_bucketize_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_cat_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_cauchy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_ceil_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_max_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_min_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_clone_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_conj_physical_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_conj_physical_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_constant_pad_nd_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_copysign_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_addcdiv_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_clamp_max_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_frac_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_renorm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_special_entr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_tril_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_unbind_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cos_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cumprod_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_diag_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_diag_embed_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_diag_embed_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_scatter_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_digamma_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_div_no_rounding_mode_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_div_trunc_rounding_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_div_trunc_rounding_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_div_trunc_rounding_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_dot_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_empty_like_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_empty_strided_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_exp2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_exp2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_expand_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_expand_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_expand_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_expm1_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft2_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifftn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifftn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfftn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfftn_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fill_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_flip_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_flip_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fmin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_fmin_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_frac_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_full_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_ge_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_geometric_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_i0_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_uint8, 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2025-06-01T23:15:04.2308724Z 
2025-06-01T23:15:04.2308922Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading
2025-06-01T23:15:04.2309302Z Running test_decomp 7/11 ... [2025-06-01 23:15:04.178334]
2025-06-01T23:15:04.2309584Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:15:04.2309911Z Uploading artifacts took 0.00 seconds
2025-06-01T23:15:04.2310648Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=7', '--num-shards=11', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:15:04.178672]
2025-06-01T23:20:43.2972227Z 
2025-06-01T23:20:43.2973038Z test_decomp 7/11 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_7.11_0fc32ded6c2a3c46_.log
2025-06-01T23:20:43.3155998Z Running 779 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___ror___cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___ror___cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rpow___cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rpow___cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rxor___cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rxor___cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__segment_reduce_offsets_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__upsample_bilinear2d_aa_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_complex64, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_cross_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cross_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cross_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cummin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumprod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumsum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_scatter_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_digamma_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_digamma_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_digamma_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_trunc_rounding_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_einsum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_strided_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_strided_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eq_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp2_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfftn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfftn_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft2_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft2_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flip_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_divide_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmod_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_uint32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gather_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gcd_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ge_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_geometric_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gradient_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_grid_sampler_2d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gt_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_half_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hsplit_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hypot_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hypot_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_i0_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_igammac_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_add_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_prod_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_inner_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_int_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isfinite_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isnan_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kthvalue_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ldexp_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_le_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cholesky_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cholesky_ex_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cross_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cross_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cross_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eigvalsh_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lstsq_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_factor_ex_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_factor_ex_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_power_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_rank_hermitian_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_multi_dot_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_qr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_slogdet_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_solve_triangular_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_svd_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log1p_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log2_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logcumsumexp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_not_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logit_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lt_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lt_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lu_unpack_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumprod_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumsum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumsum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_fill_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_logsumexp_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_normalize_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_normalize_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_prod_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_select_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_select_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_var_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_var_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_binary_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_binary_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_median_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_binary_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_binary_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_no_dim_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_no_dim_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_no_dim_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_with_dim_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_minimum_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mode_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_msort_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mul_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nan_to_num_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmean_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmean_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmedian_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanquantile_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nansum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_native_batch_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_neg_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_strided_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_strided_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_zeros_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nextafter_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_avg_pool2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_max_pool2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_alpha_dropout_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_avg_pool2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_avg_pool3d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_batch_norm_without_cudnn_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_binary_cross_entropy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_binary_cross_entropy_with_logits_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv1d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv3d_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose3d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_dropout_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_embedding_bag_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_fractional_max_pool2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_gaussian_nll_loss_cuda_float16, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_circular_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_prelu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_rrelu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_scaled_dot_product_attention_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_scaled_dot_product_attention_cuda_float32, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_erfcx_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1e_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_log_ndtr_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_log_ndtr_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i0_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i1_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i1_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k0_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_square_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_square_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stack_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stack_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sum_to_size_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sum_to_size_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_svd_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_along_dim_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tanh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tanh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tanh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tile_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tile_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tile_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_sparse_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_topk_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trace_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tril_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_true_divide_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trunc_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trunc_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trunc_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unflatten_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unflatten_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unflatten_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_split_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_split_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vdot_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vdot_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_as_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_as_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_as_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vsplit_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vsplit_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_int8, 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test/test_decomp.py::TestDecompCUDA::test_quick__native_batch_norm_legit_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_abs_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_acosh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_add_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_add_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_add_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_addcdiv_cuda_bfloat16, 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test/test_decomp.py::TestDecompCUDA::test_quick_special_xlog1py_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_special_zeta_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_zeta_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_std_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_unbiased_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_unbiased_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_std_unbiased_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_std_unbiased_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_t_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_t_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_trace_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_triu_indices_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_trunc_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_uniform_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_var_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_vdot_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_where_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_where_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_like_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_like_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_GRU_eval_mode_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_RNN_train_mode_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_RNN_train_mode_cuda_float64, test/test_decomp.py::DecompOneOffTestsCUDA::test_threshold_backward_dtype_cuda
2025-06-01T23:20:43.3319247Z 
2025-06-01T23:20:43.3319381Z Running test_decomp 8/11 ... [2025-06-01 23:20:43.298337]
2025-06-01T23:20:43.3319659Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:20:43.3320391Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=8', '--num-shards=11', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:20:43.298680]
2025-06-01T23:28:08.8259346Z 
2025-06-01T23:28:08.8264439Z test_decomp 8/11 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_8.11_2d834aa584c37f58_.log
2025-06-01T23:28:08.8589574Z Running 806 items in this shard: test/test_decomp.py::TestDecompCUDA::test_batch_norm_unflatten_weight_bias_cuda, test/test_decomp.py::TestDecompCUDA::test_broadcasting_index_copy_cuda, test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rand___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmatmul___cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___ror___cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__batch_norm_with_update_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_cuda_int8, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lcm_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ldexp_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_le_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cholesky_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cholesky_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cross_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eigvals_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_ldl_factor_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_ldl_solve_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_ldl_solve_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lstsq_grad_oriented_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_factor_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_factor_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_factor_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_solve_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_subgradients_at_zero_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_pinv_hermitian_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_pinv_singular_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_solve_triangular_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_solve_triangular_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_tensorinv_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vector_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_tensor_overload_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_tensor_overload_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log1p_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log2_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log2_cuda_float64, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lt_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lu_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lu_solve_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mH_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumprod_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumsum_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_fill_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_logaddexp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_logsumexp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_prod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_prod_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_scatter_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_scatter_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_select_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_softmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_softmin_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_sum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_var_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_reduction_no_dim_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_reduction_with_dim_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_reduction_with_dim_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_binary_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_binary_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_with_dim_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_minimum_cuda_int32, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_neg_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_strided_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_strided_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_strided_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_max_pool2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_celu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv3d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv3d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose3d_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cosine_similarity_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cross_entropy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_dropout3d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_gaussian_nll_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_glu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_huber_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_instance_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_area_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_area_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_linear_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_nearest-exact_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_trilinear_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_kl_div_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_leaky_relu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_linear_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_linear_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_local_response_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool1d_grad_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool2d_grad_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_mish_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_normalize_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_circular_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_circular_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_circular_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_constant_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_poisson_nll_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_poisson_nll_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_poisson_nll_loss_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_prelu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu6_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softshrink_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_unfold_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_static_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_fro_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_inf_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ormqr_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ormqr_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_outer_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_outer_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_outer_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_positive_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_prod_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_prod_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_qr_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rad2deg_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rad2deg_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randint_like_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randn_like_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ravel_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ravel_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reciprocal_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reciprocal_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_remainder_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_renorm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_as_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_as_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize__cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resolve_neg_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resolve_neg_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_decimals_3_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsqrt_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsub_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scalar_tensor_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scalar_tensor_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_add_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_add_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_mean_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_sum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_searchsorted_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sgn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sgn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_short_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sigmoid_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sigmoid_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sign_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sign_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_kaiser_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signbit_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinh_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinh_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_scatter_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_scatter_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sort_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sparse_mm_reduce_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sparse_mm_reduce_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sparse_sampled_addmm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_airy_ai_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_airy_ai_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_y1_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_t_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_t_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_entr_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_erfcx_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1e_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_log_ndtr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k1_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtri_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_scaled_modified_bessel_k0_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_square_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sub_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sum_to_size_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_svd_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tile_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tile_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_sparse_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_sparse_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_sparse_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_topk_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapz_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapz_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tril_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tril_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_true_divide_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_true_divide_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trunc_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_uniform_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_uniform_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_cuda_uint16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unravel_index_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_split_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_unbiased_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_unbiased_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_unbiased_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vsplit_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vsplit_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_where_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zero__cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_like_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick__batch_norm_with_update_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick__upsample_bilinear2d_aa_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_abs_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_acosh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_acosh_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_add_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_addcmul_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_all_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_all_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_all_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_all_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_amin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_aminmax_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_asinh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_atan_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_atan_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_atan_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_atanh_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_and_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_left_shift_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_xor_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_cat_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_ceil_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_copysign_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_bernoulli_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_logaddexp2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_nn_functional_glu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_roll_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_rot90_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_special_xlog1py_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_squeeze_multiple_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_zero__cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cos_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_cumprod_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_cumsum_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_diag_embed_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_diag_embed_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_diag_embed_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_digamma_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_digamma_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_div_no_rounding_mode_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_div_no_rounding_mode_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_div_no_rounding_mode_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_empty_like_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_empty_strided_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_eq_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_eq_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_eq_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_erfc_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_expand_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_expand_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_eye_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft2_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfftn_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfftn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifftn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfftn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfftn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fill_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_fill_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fmin_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fmod_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_ge_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_grid_sampler_2d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_i0_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_index_select_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_index_select_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_index_select_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_isin_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_isinf_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_isposinf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_isposinf_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_item_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_item_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_item_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_lcm_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_lgamma_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_lgamma_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_cross_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_diagonal_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_vector_norm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_log1p_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_log2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_log2_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_log_normal_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_log_softmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logical_and_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logical_xor_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_logit_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_tensor_overload_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_lt_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_maximum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_variadic_tensors_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_native_batch_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_native_batch_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_nextafter_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_elu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_gelu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_glu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardswish_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardtanh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardtanh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardtanh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_leaky_relu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_logsigmoid_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_unfold_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_norm_fro_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_norm_fro_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_norm_inf_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_normal_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_normal_in_place_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_normal_number_mean_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_reciprocal_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_remainder_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_remainder_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_roll_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_rot90_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_round_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_round_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_sign_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_signbit_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_signbit_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_signbit_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_sinc_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_sinc_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_sinc_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_sinh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_sinh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sinh_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_slice_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_slice_scatter_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_special_erfcx_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_special_xlog1py_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_special_zeta_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_special_zeta_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_std_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_std_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_std_unbiased_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_t_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_trunc_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_trunc_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_uniform_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_uniform_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_var_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_var_unbiased_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_var_unbiased_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_var_unbiased_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_vdot_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_view_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_view_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_where_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_LSTM_eval_mode_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_LSTM_train_mode_cuda_float64, test/test_decomp.py::DecompOneOffTestsCUDA::test_sdpa_nn_functional_scaled_dot_product_attention_cuda_bfloat16
2025-06-01T23:28:08.8816949Z 
2025-06-01T23:28:08.8817165Z Running test_decomp 11/11 ... [2025-06-01 23:28:08.827144]
2025-06-01T23:28:08.8817447Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:28:08.8818186Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=11', '--num-shards=11', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:28:08.827481]
2025-06-01T23:31:11.9550308Z 
2025-06-01T23:31:11.9555184Z test_decomp 11/11 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_11.11_0595cfea640f3681_.log
2025-06-01T23:31:11.9936597Z Running 839 items in this shard: test/test_decomp.py::TestDecompCUDA::test_bernoulli_default_cuda, test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rand___cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmatmul___cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rpow___cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__batch_norm_with_update_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive__segment_reduce_offsets_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive__upsample_bilinear2d_aa_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addbmm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addbmm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcmul_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmv_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addr_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_alias_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_alias_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_all_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_arange_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argsort_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argsort_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argwhere_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argwhere_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_scatter_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atanh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_1d_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bernoulli_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bincount_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_and_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_not_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_not_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_or_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bmm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bucketize_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bucketize_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cartesian_prod_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cat_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cauchy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cfloat_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cholesky_cuda_float32, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_contiguous_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_copysign_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cos_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cos_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_count_nonzero_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_count_nonzero_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_count_nonzero_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_count_nonzero_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cov_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cross_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cross_cuda_int16, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_dot_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dot_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dot_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_einsum_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_permuted_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_permuted_cuda_complex64, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfftn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft2_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftn_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfftn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fill_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fill_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flip_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_power_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_power_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_divide_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_frexp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gather_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gather_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gcd_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ge_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_geometric_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_geometric_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gradient_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gradient_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gt_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_half_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_heaviside_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_histc_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_add_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_add_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_fill_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_fill_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amax_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_prod_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_int_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isfinite_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isinf_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isinf_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isinf_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isneginf_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isneginf_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isreal_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isreal_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isreal_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lcm_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ldexp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lerp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lgamma_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_det_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_det_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eig_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_householder_product_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_inv_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_factor_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_solve_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_norm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_power_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_pinv_singular_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_slogdet_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_svdvals_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_tensorsolve_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vander_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vector_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log1p_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log1p_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log2_cuda_float32, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lt_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lu_solve_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mH_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mH_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_int32, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_positive_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_positive_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_prod_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_put_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_put_cuda_float16, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_remainder_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize__cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize__cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize__cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resolve_conj_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resolve_neg_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resolve_neg_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_roll_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rot90_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsub_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsub_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scalar_tensor_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_mean_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sgn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_short_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sigmoid_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sigmoid_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sign_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_bartlett_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_gaussian_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signbit_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signbit_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinc_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinc_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinc_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinh_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_scatter_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_scatter_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_with_dtype_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_with_dtype_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sparse_sampled_addmm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_j0_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_j0_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_j1_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_y1_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_y1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_y1_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_v_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_v_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_entr_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k0_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtr_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtri_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_scaled_modified_bessel_k0_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_scaled_modified_bessel_k0_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_unbiased_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sub_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sub_cuda_float64, 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test/test_decomp.py::TestDecompCUDA::test_quick_div_no_rounding_mode_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_div_no_rounding_mode_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_div_trunc_rounding_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_empty_like_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_empty_strided_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_eq_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_erfinv_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_exponential_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_exponential_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_eye_cuda_float8_e4m3fnuz, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft2_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifftn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfftn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfftn_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfftn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfftn_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_flip_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_floor_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fmin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fmin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fmod_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_gcd_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_gcd_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_ge_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_ge_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_index_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_index_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_index_fill_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_index_fill_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_index_select_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_index_select_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_index_select_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_index_select_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_isinf_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_isneginf_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_isposinf_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_le_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_lerp_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_lgamma_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_cross_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_diagonal_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_vector_norm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_log1p_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_log2_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logaddexp2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logaddexp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_logical_and_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_logical_xor_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_logit_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_tensor_overload_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_tensor_overload_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_lt_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_variadic_tensors_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_native_layer_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_ne_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_strided_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_strided_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_binary_cross_entropy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_embedding_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_gelu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardshrink_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardswish_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardtanh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool2d_grad_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_mish_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_silu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_norm_nuc_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_norm_nuc_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_normal_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_normal_in_place_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_normal_number_mean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_reciprocal_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_roll_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_roll_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_roll_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_round_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_rsub_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_select_scatter_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_sign_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_sign_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_slice_scatter_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_i0e_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_special_log_ndtr_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_special_log_ndtr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_special_log_ndtr_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_special_log_ndtr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_log_ndtr_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_split_list_args_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_split_list_args_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_multiple_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_std_unbiased_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_t_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_trace_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_trace_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_trace_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_var_mean_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_var_mean_unbiased_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_var_unbiased_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_view_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_xlogy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_like_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_like_cuda_int8, test/test_decomp.py::DecompOneOffTestsCUDA::test_contiguous_log_softmax_cuda, test/test_decomp.py::DecompOneOffTestsCUDA::test_native_layer_norm_cpu_decomp_cuda, test/test_decomp.py::DecompOneOffTestsCUDA::test_sdpa_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_decomp.py::DecompOneOffTestsCUDA::test_sdpa_nn_functional_scaled_dot_product_attention_cuda_float64
2025-06-01T23:31:12.0173880Z 
2025-06-01T23:31:12.0174072Z Running test_set_default_mobile_cpu_allocator 1/1 ... [2025-06-01 23:31:11.956070]
2025-06-01T23:31:12.0174416Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:31:12.0175228Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_set_default_mobile_cpu_allocator.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:31:11.956403]
2025-06-01T23:31:15.5274532Z 
2025-06-01T23:31:15.5276215Z test_set_default_mobile_cpu_allocator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_set_default_mobile_cpu_allocator_1.1_aee552d1c1a76bcf_.log
2025-06-01T23:31:15.5279190Z Running 2 items in this shard: test/test_set_default_mobile_cpu_allocator.py::TestSetDefaultMobileCPUAllocator::test_exception, test/test_set_default_mobile_cpu_allocator.py::TestSetDefaultMobileCPUAllocator::test_no_exception
2025-06-01T23:31:15.5280830Z 
2025-06-01T23:31:15.5281199Z Running functorch/test_logging 1/1 ... [2025-06-01 23:31:15.526847]
2025-06-01T23:31:15.5281944Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:31:15.5283799Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_logging.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:31:15.527142]
2025-06-01T23:31:19.1987199Z 
2025-06-01T23:31:19.1988591Z functorch/test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_logging_1.1_dc7da6cd462ee227_.log
2025-06-01T23:31:19.1990289Z Running 1 items in this shard: test/functorch/test_logging.py::TestAOTLogging::test_logging
2025-06-01T23:31:19.1991030Z 
2025-06-01T23:31:19.1991396Z Running export/test_serialize 1/1 ... [2025-06-01 23:31:19.198027]
2025-06-01T23:31:19.1992139Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:31:19.1993999Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_serialize.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:31:19.198318]
2025-06-01T23:31:23.1208647Z 
2025-06-01T23:31:23.1209743Z export/test_serialize 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_serialize_1.1_eaccd30d36bdad26_.log
2025-06-01T23:31:23.1249380Z Running 98 items in this shard: test/export/test_serialize.py::TestSerialize::test_canonicalize, test/export/test_serialize.py::TestSerialize::test_export_example_inputs_preserved, test/export/test_serialize.py::TestSerialize::test_export_with_extension_op_serialization, test/export/test_serialize.py::TestSerialize::test_infinity_inputs, test/export/test_serialize.py::TestSerialize::test_int_list, test/export/test_serialize.py::TestSerialize::test_kwargs_default, test/export/test_serialize.py::TestSerialize::test_metadata_parsing_with_layer_split, test/export/test_serialize.py::TestSerialize::test_metadata_run_decomp_serder, test/export/test_serialize.py::TestSerialize::test_multi_return_some_unused, test/export/test_serialize.py::TestSerialize::test_nested_layer_split, test/export/test_serialize.py::TestSerialize::test_predispatch_export_with_autograd_op, test/export/test_serialize.py::TestSerialize::test_rational_ranges, test/export/test_serialize.py::TestSerialize::test_serialize_constant_outputs, test/export/test_serialize.py::TestSerialize::test_serialize_infinite_sym_int, test/export/test_serialize.py::TestSerialize::test_serialize_list_returns, test/export/test_serialize.py::TestSerialize::test_serialize_multiple_returns_from_node, test/export/test_serialize.py::TestSerialize::test_serialize_sym_float, test/export/test_serialize.py::TestSerialize::test_serialize_sym_int, test/export/test_serialize.py::TestSerialize::test_symint_list, test/export/test_serialize.py::TestDeserialize::test_arg_from, test/export/test_serialize.py::TestDeserialize::test_auto_functionalize, test/export/test_serialize.py::TestDeserialize::test_basic, test/export/test_serialize.py::TestDeserialize::test_cond, test/export/test_serialize.py::TestDeserialize::test_constraints, test/export/test_serialize.py::TestDeserialize::test_custom_obj, test/export/test_serialize.py::TestDeserialize::test_custom_obj_list_out, test/export/test_serialize.py::TestDeserialize::test_custom_obj_tuple_out, test/export/test_serialize.py::TestDeserialize::test_device, test/export/test_serialize.py::TestDeserialize::test_dynamic, test/export/test_serialize.py::TestDeserialize::test_export_no_inputs, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_assume_constant_result, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_autograd_function, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_class_method, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_branch_class_method, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_branch_nested_function, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_branch_nonlocal_variables, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_closed_over_variable, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_operands, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_predicate, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_constrain_as_size_example, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_constrain_as_value_example, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_decorator, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dictionary, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_assert, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_constructor, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_if_guard, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_map, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_slicing, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_view, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_fn_with_kwargs, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_list_contains, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_list_unpack, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_nested_function, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_null_context_manager, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_pytree_flatten, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_scalar_output, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_specialized_attribute, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_static_for_loop, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_static_if, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_tensor_setattr, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_type_reflection_method, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_user_input_mutation, test/export/test_serialize.py::TestDeserialize::test_get_attr, test/export/test_serialize.py::TestDeserialize::test_get_attr_list, test/export/test_serialize.py::TestDeserialize::test_hoo_symint_input, test/export/test_serialize.py::TestDeserialize::test_list_of_optional_tensors, test/export/test_serialize.py::TestDeserialize::test_map, test/export/test_serialize.py::TestDeserialize::test_module, test/export/test_serialize.py::TestDeserialize::test_module_meta, test/export/test_serialize.py::TestDeserialize::test_multi_return, test/export/test_serialize.py::TestDeserialize::test_multiple_getitem, test/export/test_serialize.py::TestDeserialize::test_none_input, test/export/test_serialize.py::TestDeserialize::test_optional_tuple, test/export/test_serialize.py::TestDeserialize::test_positional_argument_with_default_value, test/export/test_serialize.py::TestDeserialize::test_pytree_namedtuple, test/export/test_serialize.py::TestDeserialize::test_serialize_float8, test/export/test_serialize.py::TestDeserialize::test_shape, test/export/test_serialize.py::TestDeserialize::test_sym_bool, test/export/test_serialize.py::TestDeserialize::test_sym_bool_dynamic_shapes, test/export/test_serialize.py::TestDeserialize::test_sym_bool_torch_check_equal, test/export/test_serialize.py::TestDeserialize::test_sym_float, test/export/test_serialize.py::TestDeserialize::test_sym_int_torch_check_equal, test/export/test_serialize.py::TestDeserialize::test_sym_ite, test/export/test_serialize.py::TestDeserialize::test_tensor_tensor_list, test/export/test_serialize.py::TestDeserialize::test_unbacked_bindings_serialize, test/export/test_serialize.py::TestSchemaVersioning::test_error, test/export/test_serialize.py::TestSaveLoad::test_save_buffer, test/export/test_serialize.py::TestSaveLoad::test_save_constants, test/export/test_serialize.py::TestSaveLoad::test_save_extra, test/export/test_serialize.py::TestSaveLoad::test_save_file, test/export/test_serialize.py::TestSaveLoad::test_save_path, test/export/test_serialize.py::TestSaveLoad::test_version_error, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_class, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_class_containing_fake_tensor, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_class_input_to_function, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_tag_metadata_copy, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_tag_metadata_decomp, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_tag_metadata_serialization
2025-06-01T23:31:23.1287479Z 
2025-06-01T23:31:23.1287688Z Running inductor/test_mps_basic 1/1 ... [2025-06-01 23:31:23.121005]
2025-06-01T23:31:23.1288082Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:31:23.1289052Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mps_basic.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:31:23.121613]
2025-06-01T23:31:30.3491648Z 
2025-06-01T23:31:30.3493144Z inductor/test_mps_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mps_basic_1.1_a34f16e8f5c5d6d3_.log
2025-06-01T23:31:30.3494330Z 
2025-06-01T23:31:30.3494718Z Running export/test_lift_unlift 1/1 ... [2025-06-01 23:31:30.348470]
2025-06-01T23:31:30.3495476Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:31:30.3497335Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_lift_unlift.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:31:30.348798]
2025-06-01T23:31:33.9204190Z 
2025-06-01T23:31:33.9205967Z export/test_lift_unlift 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_lift_unlift_1.1_4dc58bb48d95827d_.log
2025-06-01T23:31:33.9207989Z Running 5 items in this shard: test/export/test_lift_unlift.py::TestLift::test_duplicate_constant_access, test/export/test_lift_unlift.py::TestLift::test_lift_basic, test/export/test_lift_unlift.py::TestLift::test_lift_nested, test/export/test_lift_unlift.py::TestLift::test_unlift_nonpersistent_buffer, test/export/test_lift_unlift.py::ConstantAttrMapTest::test_dict_api
2025-06-01T23:31:33.9209423Z 
2025-06-01T23:31:33.9209623Z Running inductor/test_cpu_repro 1/1 ... [2025-06-01 23:31:33.919685]
2025-06-01T23:31:33.9210030Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:31:33.9211024Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpu_repro.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:31:33.920003]
2025-06-01T23:32:41.7782528Z 
2025-06-01T23:32:41.7783984Z inductor/test_cpu_repro 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_repro_1.1_424e7217ca71aa92_.log
2025-06-01T23:32:41.8432229Z Running 735 items in this shard: test/inductor/test_cpu_repro.py::CPUReproTests::test_ModularIndexing_range_issue_103133, test/inductor/test_cpu_repro.py::CPUReproTests::test__adaptive_avg_pool2d, test/inductor/test_cpu_repro.py::CPUReproTests::test_acosh_with_negative_large_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_add_layernorm, test/inductor/test_cpu_repro.py::CPUReproTests::test_argmax_argmin_with_nan_value, test/inductor/test_cpu_repro.py::CPUReproTests::test_argmin, test/inductor/test_cpu_repro.py::CPUReproTests::test_asinh_with_corner_inputs, test/inductor/test_cpu_repro.py::CPUReproTests::test_aten_normal_dtype, test/inductor/test_cpu_repro.py::CPUReproTests::test_atomic_add_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_attention_size_mismatch, test/inductor/test_cpu_repro.py::CPUReproTests::test_auto_simd, test/inductor/test_cpu_repro.py::CPUReproTests::test_auto_zvec_vsx_simd, test/inductor/test_cpu_repro.py::CPUReproTests::test_avx2_bool_constant_pad_nd, test/inductor/test_cpu_repro.py::CPUReproTests::test_bf16_zeros, test/inductor/test_cpu_repro.py::CPUReproTests::test_bitwise_logical_op_bool, test/inductor/test_cpu_repro.py::CPUReproTests::test_bitwise_right_shift, test/inductor/test_cpu_repro.py::CPUReproTests::test_bitwise_shift_corner_inputs, test/inductor/test_cpu_repro.py::CPUReproTests::test_bool_max, test/inductor/test_cpu_repro.py::CPUReproTests::test_bool_reduction_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_broadcast_mul_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_broadcast_scalar_cpp_tile_2d_kernel, test/inductor/test_cpu_repro.py::CPUReproTests::test_cat_mul, test/inductor/test_cpu_repro.py::CPUReproTests::test_channel_shuffle_cl_output, test/inductor/test_cpu_repro.py::CPUReproTests::test_channels_last_view_as_complex, test/inductor/test_cpu_repro.py::CPUReproTests::test_complex_memory_overlap, test/inductor/test_cpu_repro.py::CPUReproTests::test_concat_inner_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_consistent_remove_buffers, test/inductor/test_cpu_repro.py::CPUReproTests::test_constant_bool_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_constant_store, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv2d_autocast, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv2d_bn_mixed_dtype, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv2d_packed, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv_in_channel_1_dynamic_shapes, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv_stride_constraints, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv_transpose2d_has_output_size_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv_transpose2d_packed_cpu, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv_used_from_multiple_places, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_double_to_fp32_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_fp32_int64_oob_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_fp32_to_double_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_fp32_to_int64_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_int32_to_int64_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_int64_to_fp32_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_int64_to_int32_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_int8_to_half_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_cpp_kernel_profile, test/inductor/test_cpu_repro.py::CPUReproTests::test_cpu_vec_cosim, test/inductor/test_cpu_repro.py::CPUReproTests::test_decomposed_dequant_relu_quant_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_decomposed_dequant_relu_quant_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_decomposed_fake_quant_per_channel, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_maxpool2d_lowering_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_maxpool2d_lowering_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_quant_lowering_fp8_e4m3, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_quant_lowering_fp8_e5m2, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_quant_lowering_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_quant_lowering_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_relu_quant_dequant_relu_quant_lowering_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_relu_quant_dequant_relu_quant_lowering_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_disabled_amp_is_inference_False, test/inductor/test_cpu_repro.py::CPUReproTests::test_disabled_amp_is_inference_True, test/inductor/test_cpu_repro.py::CPUReproTests::test_do_not_insert_to_dtype_for_memory_copy_only_kernel, test/inductor/test_cpu_repro.py::CPUReproTests::test_double_pointwise_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_double_reduction_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_dropout, test/inductor/test_cpu_repro.py::CPUReproTests::test_eliminate_meaningless_copy, test/inductor/test_cpu_repro.py::CPUReproTests::test_embedding_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_embedding_vec_bf16, test/inductor/test_cpu_repro.py::CPUReproTests::test_expr_vec_non_contiguous, test/inductor/test_cpu_repro.py::CPUReproTests::test_for_loop_collapsed, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp32_load_with_to_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_bfloat16_shape_15,3,13, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_bfloat16_shape_4,2048,4096, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_float16_shape_15,3,13, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_float16_shape_4,2048,4096, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_float32_shape_15,3,13, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_float32_shape_4,2048,4096, test/inductor/test_cpu_repro.py::CPUReproTests::test_frexp, test/inductor/test_cpu_repro.py::CPUReproTests::test_full_bits_lowp, test/inductor/test_cpu_repro.py::CPUReproTests::test_full_boolean_dynamic_shape, test/inductor/test_cpu_repro.py::CPUReproTests::test_fused_attention_conv, test/inductor/test_cpu_repro.py::CPUReproTests::test_fused_node, test/inductor/test_cpu_repro.py::CPUReproTests::test_group_norm_large_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_group_norm_large_size, test/inductor/test_cpu_repro.py::CPUReproTests::test_group_norm_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_highp_to_lowp_cse_var_cache_with_store, test/inductor/test_cpu_repro.py::CPUReproTests::test_horizontal_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_in_out_buffer, test/inductor/test_cpu_repro.py::CPUReproTests::test_index_add, test/inductor/test_cpu_repro.py::CPUReproTests::test_index_propagation_issue_102065, test/inductor/test_cpu_repro.py::CPUReproTests::test_index_put, test/inductor/test_cpu_repro.py::CPUReproTests::test_index_put2, test/inductor/test_cpu_repro.py::CPUReproTests::test_inplace_add_alpha, test/inductor/test_cpu_repro.py::CPUReproTests::test_inplace_squeeze_needed, test/inductor/test_cpu_repro.py::CPUReproTests::test_insert_to_dtype_count, test/inductor/test_cpu_repro.py::CPUReproTests::test_int32_pointwise_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_int32_reduction_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_int64_pointwise_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_int64_reduction_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_int_div, test/inductor/test_cpu_repro.py::CPUReproTests::test_int_div_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_invalid_dropout_args, test/inductor/test_cpu_repro.py::CPUReproTests::test_invalid_index_of_empty_tensor, test/inductor/test_cpu_repro.py::CPUReproTests::test_ir_node_str, test/inductor/test_cpu_repro.py::CPUReproTests::test_issue122380, test/inductor/test_cpu_repro.py::CPUReproTests::test_issue_148058, test/inductor/test_cpu_repro.py::CPUReproTests::test_linear_buffer_reuse, test/inductor/test_cpu_repro.py::CPUReproTests::test_linear_float64, test/inductor/test_cpu_repro.py::CPUReproTests::test_linear_packed, test/inductor/test_cpu_repro.py::CPUReproTests::test_linear_used_from_multiple_places, test/inductor/test_cpu_repro.py::CPUReproTests::test_linear_with_no_default_contiguous_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_linear_with_reshape, test/inductor/test_cpu_repro.py::CPUReproTests::test_load_half, test/inductor/test_cpu_repro.py::CPUReproTests::test_load_inf_bf16, test/inductor/test_cpu_repro.py::CPUReproTests::test_load_same_bool_tensor_twice, test/inductor/test_cpu_repro.py::CPUReproTests::test_local_buffer_in_outer_loop_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_local_buffer_with_line_reuse, test/inductor/test_cpu_repro.py::CPUReproTests::test_logical_op_store_to_lowp_data_dtype, test/inductor/test_cpu_repro.py::CPUReproTests::test_low_fp_index_expr_issue_147279, test/inductor/test_cpu_repro.py::CPUReproTests::test_lowp_fp_neg_abs, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_change_input_sizes_cpu_unbatched_False_input_size_2_hidden_size_5_num_layers_3_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_2_seq_len_3, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_masked_fill_softmax, test/inductor/test_cpu_repro.py::CPUReproTests::test_masked_fill_with_inf_or_nan_value, test/inductor/test_cpu_repro.py::CPUReproTests::test_masked_load_int64_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_max_reduction_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_maxpool2d_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_maxpool2d_with_pre_loop_collapse_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_memory_copy_with_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_meta_device, test/inductor/test_cpu_repro.py::CPUReproTests::test_mkl_linear, test/inductor/test_cpu_repro.py::CPUReproTests::test_module_buffer_mutation, test/inductor/test_cpu_repro.py::CPUReproTests::test_multihead_attention_cpu, test/inductor/test_cpu_repro.py::CPUReproTests::test_new_vec_op_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_nn_fold, test/inductor/test_cpu_repro.py::CPUReproTests::test_nn_param_assign, test/inductor/test_cpu_repro.py::CPUReproTests::test_nn_param_assign_wrapped, test/inductor/test_cpu_repro.py::CPUReproTests::test_no_op_squeeze, test/inductor/test_cpu_repro.py::CPUReproTests::test_no_redundant_to_dtypes_between_fused_scheduler_node, test/inductor/test_cpu_repro.py::CPUReproTests::test_non_contiguous_index_with_constant_stride, test/inductor/test_cpu_repro.py::CPUReproTests::test_non_contiguous_load_buf_quant_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_non_contiguous_load_buf_quant_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_non_contiguous_reduction_store, test/inductor/test_cpu_repro.py::CPUReproTests::test_ops_masked_with_bool_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_outer_loop_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_outer_loop_fusion_buffer_remove, test/inductor/test_cpu_repro.py::CPUReproTests::test_pack_padded_sequence_lstm, test/inductor/test_cpu_repro.py::CPUReproTests::test_pad_with_nan_value, test/inductor/test_cpu_repro.py::CPUReproTests::test_parallel_num_threads, test/inductor/test_cpu_repro.py::CPUReproTests::test_parallel_reduction_vectorization, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_channel_fake_quant_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_channel_fake_quant_int8_bf16_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_channel_fake_quant_module_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_channel_fake_quant_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_channel_fake_quant_uint8_bf16_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_tensor_fake_quant_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_tensor_fake_quant_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_pow_cos, test/inductor/test_cpu_repro.py::CPUReproTests::test_randint_symint_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_reduce_with_masked, test/inductor/test_cpu_repro.py::CPUReproTests::test_reduction_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_reduction_float_to_int64, test/inductor/test_cpu_repro.py::CPUReproTests::test_reduction_with_dynamic_threads, test/inductor/test_cpu_repro.py::CPUReproTests::test_redundant_to_node_elimination_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_relu_with_inf_value, test/inductor/test_cpu_repro.py::CPUReproTests::test_repeat_interleave, test/inductor/test_cpu_repro.py::CPUReproTests::test_repeated_exp, test/inductor/test_cpu_repro.py::CPUReproTests::test_require_stride_order_non_owning, test/inductor/test_cpu_repro.py::CPUReproTests::test_scalar_mul_bfloat16, test/inductor/test_cpu_repro.py::CPUReproTests::test_scalar_sign_with_min, test/inductor/test_cpu_repro.py::CPUReproTests::test_scatter_using_atomic_add, test/inductor/test_cpu_repro.py::CPUReproTests::test_scatter_using_atomic_add_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_select_tiliing_with_index_expr, test/inductor/test_cpu_repro.py::CPUReproTests::test_set_source_Tensor, test/inductor/test_cpu_repro.py::CPUReproTests::test_share_local_buffers_in_outer_loop_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_sigmoid_with_reduction, test/inductor/test_cpu_repro.py::CPUReproTests::test_sign_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_skip_cpp_codegen, test/inductor/test_cpu_repro.py::CPUReproTests::test_slice_scatter_default_end_value, test/inductor/test_cpu_repro.py::CPUReproTests::test_slice_scatter_issue122291, test/inductor/test_cpu_repro.py::CPUReproTests::test_symbolic_shape_scalar_value_reduction, test/inductor/test_cpu_repro.py::CPUReproTests::test_tanh_atan2, test/inductor/test_cpu_repro.py::CPUReproTests::test_tanh_atan2_use_decompose_tanh, test/inductor/test_cpu_repro.py::CPUReproTests::test_tile2d_load_decomposed_dequant_add_relu_quant_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_tile2d_load_decomposed_dequant_add_relu_quant_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_tile2d_store_channel_shuffle_cl_quant_output_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_tile2d_store_channel_shuffle_cl_quant_output_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_timed_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_to_channels_last_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_to_dtype_bool_float, test/inductor/test_cpu_repro.py::CPUReproTests::test_to_dtype_float_bool, test/inductor/test_cpu_repro.py::CPUReproTests::test_to_uint8_rounding_method, test/inductor/test_cpu_repro.py::CPUReproTests::test_torch_logit, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_copy, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_mxn_16_16_bf16_fp16, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_mxn_32_32_bf16_fp16, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_non_contiguous, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_sum2d_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_sum_outer, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_vertical_sum_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_with_norm, test/inductor/test_cpu_repro.py::CPUReproTests::test_two_local_buffers_in_outer_loop_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_two_local_buffers_in_outer_loop_fusion_case2, test/inductor/test_cpu_repro.py::CPUReproTests::test_uint32_pointwise_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_uint32_reduction_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_uint64_pointwise_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_uint64_reduction_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_uint8_add, test/inductor/test_cpu_repro.py::CPUReproTests::test_uint8_sub, test/inductor/test_cpu_repro.py::CPUReproTests::test_unrolled_bool_prod_vectorized, test/inductor/test_cpu_repro.py::CPUReproTests::test_unsupported_conv_transpose, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_bitwise, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_compare_op_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_contiguous_ModularIndexing, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_cpu_only_for_all_available_isa, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_dynamic_shapes, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_indirect_load_cse_cache, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_kernel_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_logical, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_randn, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_remainder, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_transpose_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_vector_norm_compile, test/inductor/test_cpu_repro.py::CPUReproTests::test_vertical_sum_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_view_dtype
2025-06-01T23:32:41.8759766Z 
2025-06-01T23:32:41.8759948Z Running test_stateless 1/1 ... [2025-06-01 23:32:41.781174]
2025-06-01T23:32:41.8760306Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:32:41.8761113Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_stateless.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:32:41.781738]
2025-06-01T23:32:45.3556960Z 
2025-06-01T23:32:45.3558510Z test_stateless 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_stateless_1.1_ccbe20f05d9936d9_.log
2025-06-01T23:32:45.3578902Z Running 50 items in this shard: test/test_stateless.py::TestStatelessFunctionalAPI::test_circular_references_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_circular_references_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_batch_norm_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_batch_norm_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_member_reference_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_member_reference_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_multiple_dicts_error, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_tuple_dicts, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_data_parallel_error_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_data_parallel_error_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_data_parallel_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_data_parallel_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_gradient_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_gradient_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_jit_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_jit_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_kwargs_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_kwargs_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_in_place_operator_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_in_place_operator_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_module_fail_reset_to_original_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_module_fail_reset_to_original_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_some_weights_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_some_weights_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_special_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_special_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_strict_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_strict_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_some_weights_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_some_weights_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_weights_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_weights_strict_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_weights_strict_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_weights_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrized_module_change_parametrization_original_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrized_module_change_parametrization_original_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_setattr_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_setattr_strict_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_setattr_strict_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_setattr_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_errors_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_errors_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_no_error_without_flag, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_warns_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_warns_torch_func, test/test_stateless.py::TestStatelessDeprecation::test_private_stateless_warns, test/test_stateless.py::TestStatelessDeprecation::test_stateless_functional_call_warns, test/test_stateless.py::TestPythonOptimizeMode::test_runs_with_optimize_flag
2025-06-01T23:32:45.3598153Z 
2025-06-01T23:32:45.3598452Z Running dynamo/test_profiler 1/1 ... [2025-06-01 23:32:45.355697]
2025-06-01T23:32:45.3599019Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:32:45.3600485Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_profiler.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:32:45.356314]
2025-06-01T23:32:49.0300923Z 
2025-06-01T23:32:49.0302328Z dynamo/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_profiler_1.1_775f58e5e1ba251f_.log
2025-06-01T23:32:49.0309081Z Running 9 items in this shard: test/dynamo/test_profiler.py::DynamoProfilerTests::test_dynamo_timed_profiling_backend_compile, test/dynamo/test_profiler.py::DynamoProfilerTests::test_dynamo_timed_profiling_isolated, test/dynamo/test_profiler.py::DynamoProfilerTests::test_execution_trace_dynamic_shapes, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_compilation, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_list_compilation, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_runtime, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_cache_lookup, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_cache_lookup_profiler_step, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_dynamo_compiled_region
2025-06-01T23:32:49.0314789Z 
2025-06-01T23:32:49.0315209Z Running dynamo/test_higher_order_ops 1/1 ... [2025-06-01 23:32:49.029900]
2025-06-01T23:32:49.0316016Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:32:49.0318080Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_higher_order_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:32:49.030344]
2025-06-01T23:32:57.2640261Z 
2025-06-01T23:32:57.2642039Z dynamo/test_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_higher_order_ops_1.1_d5e0b55cdb502251_.log
2025-06-01T23:32:57.2788645Z Running 223 items in this shard: test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_access_module_attr, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_constants, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_global_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_global_num_adds_guard, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_input_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_numpy_number, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_tracked, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_tracked_nested, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_global, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_global_nested, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_nonlocal, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_value_created_in_subgraph, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_concat_unbacked_shape_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_branches_no_arguments, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_branches_no_arguments_no_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_free_variable_in_both_branches, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_graph_break_in_one_branch, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_pytree_operands, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_pytree_operands_with_non_tensor_leaves, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_side_effect_in_one_branches, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_subgraph_name_is_valid, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_with_constant_pred, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_with_empty_operands, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_dynamic_shapes_over_vmap_batch_size, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_enum_arg, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_error_message_sane, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fallback_on_graph_break_complicated, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fallback_on_graph_break_simple, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fallback_on_python_primitives_output, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_flat_list_output, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fn_with_kwargs_in_torch_ops, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_freevars_as_inputs_to_wrap, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_grad_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper_incorrect_type, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper_no_hints, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper_pytree_inputs, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hooks, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hopify_generic_wrap, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_inlined_functions, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_internal_nonlocal, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_lift_tensor_constant, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_lift_tensors_with_compound_expressions, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_lift_tensors_with_shared_symbols, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_make_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_example_value_metadata_consistent_with_eager, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_kwargs, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_lowers_to_graph, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_multi_return, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_pytree_return, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_side_effect, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_subgraph_name_is_valid, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_symint_input, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_modules, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_nested_tuple_output, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_nested_wrap, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_no_freevars, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_output_with_dict, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_register_mode, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_register_subclass, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_return_captured_var, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_return_captured_var_used_multiple_times, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_return_captured_vars, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_same_freevar_twice, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_global_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_global_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_nonlocal_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_nonlocal_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_in_body, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_local_list_append_no_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_list, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_num_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_tensor_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_num_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_tensor_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_nested_nonlocal_list_append_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_nonlocal_list_append_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_global_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_global_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_nonlocal_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_nonlocal_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_global_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_global_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_nonlocal_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_nonlocal_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_symint_in_slice, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_symint_input, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_tensor_and_unbacked_symbol_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_tensor_to_list_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_tensor_with_unbacked_shape_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_unbacked_symbol_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_vmap_multiply_scalar, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_vmap_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_all_kwarg, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_allow_local_assign_in_body_fn, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_default, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_default_else_branch, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_default_if_branch, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_int, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_only, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_recompile, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_args_nested, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_args_not_const_symint_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_args_with_symint_constant, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_kwargs, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_subgraph_name_is_valid, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_dual_level_guard, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_emit_functorch_guard_if_active, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_grad_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_jvp_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_linearize_recompiles, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_grad_guard_ok, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_grad_vmap_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_guard_fail_different_state, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_guard_ok, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_recompile_different_states, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_functional_call, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_functional_call_disable_inline_nn_module, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_functional_call_sequential_params_and_buffers, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_call_compiled_backward_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_call_torch_compile_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_capture_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_closure_scalar, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_fn_with_kwargs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_freevar_python_scalar, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_freevar_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_non_tensor_input, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_over_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_pytree, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_recompile, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_two_tensor_all_grad_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_two_tensor_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_with_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_with_side_effect, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_hessian, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_hessian_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_randomness, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_two_tensors_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev_two_tensors_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_call_torch_compile_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_freevar_python_scalar, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_freevar_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_jvp, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_simple, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_disable_enable_disable_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_disable_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_linearize_jvp_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_call_compiled_backward_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_multiple_outputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_multiple_outputs_python_struct, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_call_compiled_backward_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_call_torch_compile_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_free_const, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_free_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_get_wrapped, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_kwargs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_invocation_in_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_invocation_out_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs_diff_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs_out_dims_tuple, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_implicit_via_op, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_in_body, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_unused_in_body, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_out_dims_None, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_over_vmap_captured, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_over_vmap_two_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_previous_illegal_op_no_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_pytree_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_different_config, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_same_config, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_with_randomness, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_side_effects, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_side_effects_append_input, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_two_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_two_inputs_tuple_in_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_conditional_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break_2, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break_lambda, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_invalid_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_mismatched_output, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_dropout, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_dropout_inductor, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_fallback, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_function, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_function_with_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_module, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_non_aliasing_util, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_override_fallthrough_dispatch_key, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_auto_functionalize_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_cond_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_invoke_quant_packed_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_invoke_quant_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_invoke_subgraph_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_auto_functionalize_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_cond_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_invoke_quant_packed_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_invoke_quant_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_invoke_subgraph_simple_cuda_float32
2025-06-01T23:32:57.2927498Z 
2025-06-01T23:32:57.2927848Z Running test_fx_reinplace_pass 1/1 ... [2025-06-01 23:32:57.265202]
2025-06-01T23:32:57.2928602Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:32:57.2930619Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_fx_reinplace_pass.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:32:57.265815]
2025-06-01T23:33:00.8905032Z 
2025-06-01T23:33:00.8907315Z test_fx_reinplace_pass 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_fx_reinplace_pass_1.1_e50111883e1166db_.log
2025-06-01T23:33:00.8915522Z Running 12 items in this shard: test/test_fx_reinplace_pass.py::TestReinplacePass::test_out_node_updated, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_basic, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_different_metadata, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_index_mutation, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_overlapping_memory, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_scatter_op, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_scatter_twice, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_scatter_twice_with_different_view_op_invalid, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_scatter_twice_with_different_view_op_invalid2, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_scatter_twice_with_different_view_op_valid, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_sym_input, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_with_view
2025-06-01T23:33:00.8923260Z 
2025-06-01T23:33:00.8923630Z Running dynamo/test_deviceguard 1/1 ... [2025-06-01 23:33:00.889712]
2025-06-01T23:33:00.8924404Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:33:00.8926406Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_deviceguard.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:33:00.890255]
2025-06-01T23:33:04.5619961Z 
2025-06-01T23:33:04.5620957Z dynamo/test_deviceguard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deviceguard_1.1_bdb992ebc5341206_.log
2025-06-01T23:33:04.5622727Z Running 4 items in this shard: test/dynamo/test_deviceguard.py::TestDeviceGuard::test_device_guard, test/dynamo/test_deviceguard.py::TestDeviceGuard::test_device_guard_no_index, test/dynamo/test_deviceguard.py::TestCUDADeviceGuard::test_device_guard, test/dynamo/test_deviceguard.py::TestCUDADeviceGuard::test_device_guard_no_index
2025-06-01T23:33:04.5623989Z 
2025-06-01T23:33:04.5624156Z Running dynamo/test_pgo 1/1 ... [2025-06-01 23:33:04.561777]
2025-06-01T23:33:04.5624530Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:33:04.5625497Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_pgo.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:33:04.562058]
2025-06-01T23:33:08.2857266Z 
2025-06-01T23:33:08.2858179Z dynamo/test_pgo 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pgo_1.1_1619a348bd8db9cf_.log
2025-06-01T23:33:08.2860458Z Running 7 items in this shard: test/dynamo/test_pgo.py::PgoTest::test_basic, test/dynamo/test_pgo.py::PgoTest::test_different_file_paths_local_pgo, test/dynamo/test_pgo.py::PgoTest::test_distinct_compile_id, test/dynamo/test_pgo.py::PgoTest::test_njt, test/dynamo/test_pgo.py::PgoTest::test_pgo_dynamic_params, test/dynamo/test_pgo.py::PgoTest::test_remote_basic, test/dynamo/test_pgo.py::PgoTest::test_whitelist_suggestion
2025-06-01T23:33:08.2861888Z 
2025-06-01T23:33:08.2862070Z Running dynamo/test_backends 1/1 ... [2025-06-01 23:33:08.285141]
2025-06-01T23:33:08.2862442Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:33:08.2863902Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_backends.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:33:08.285696]
2025-06-01T23:33:15.4157766Z 
2025-06-01T23:33:15.4160270Z dynamo/test_backends 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_backends_1.1_e4a6a90788d11e5d_.log
2025-06-01T23:33:15.4173061Z Running 22 items in this shard: test/dynamo/test_backends.py::NormalizeIRTests::test_inplace_normalize, test/dynamo/test_backends.py::MPSSupportedTest::test_mps_supported, test/dynamo/test_backends.py::TestExplainWithBackend::test_explain_with_backend, test/dynamo/test_backends.py::TestCustomBackendAPI::test_aot_autograd_api, test/dynamo/test_backends.py::TestCustomBackendAPI::test_backend_graph_freeze, test/dynamo/test_backends.py::TestCustomBackendAPI::test_backend_recompilation, test/dynamo/test_backends.py::TestCustomBackendAPI::test_lookup_backend, test/dynamo/test_backends.py::TestCustomBackendAPI::test_lookup_custom_backend, test/dynamo/test_backends.py::TestCustomBackendAPI::test_register_backend_api, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_eager_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_eager_decomp_partition_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_ts_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_eager_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_eager_noexcept_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_example_inputs_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_example_inputs_runtime_use_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_intel_gaudi_backend_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_list_backends_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_onnxrt_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_torchscript_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_tvm_cuda
2025-06-01T23:33:15.4184929Z 
2025-06-01T23:33:15.4185305Z Running dynamo/test_debug_utils 1/1 ... [2025-06-01 23:33:15.415469]
2025-06-01T23:33:15.4186044Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:33:15.4187908Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_debug_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:33:15.416074]
2025-06-01T23:33:22.5463746Z 
2025-06-01T23:33:22.5465216Z dynamo/test_debug_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_debug_utils_1.1_5d506647e6377aa2_.log
2025-06-01T23:33:22.5467109Z Running 4 items in this shard: test/dynamo/test_debug_utils.py::TestDebugUtilsCUDA::test_cast_model_to_fp64_dtype_args_cuda, test/dynamo/test_debug_utils.py::TestDebugUtilsCUDA::test_generate_env_vars_string_cuda, test/dynamo/test_debug_utils.py::TestDebugUtilsDeviceCUDA::test_aot_graph_parser_cuda, test/dynamo/test_debug_utils.py::TestDebugUtilsDeviceCUDA::test_sym_aot_graph_parser_cuda
2025-06-01T23:33:22.5468889Z 
2025-06-01T23:33:22.5469138Z Running dynamo/test_activation_checkpointing 1/1 ... [2025-06-01 23:33:22.545406]
2025-06-01T23:33:22.5469581Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:33:22.5470593Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_activation_checkpointing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:33:22.545733]
2025-06-01T23:33:29.6250529Z 
2025-06-01T23:33:29.6251915Z dynamo/test_activation_checkpointing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_activation_checkpointing_1.1_8d78416e364f5444_.log
2025-06-01T23:33:29.6267665Z Running 31 items in this shard: test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_autocast_flash_attention_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_custom_rule_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_inplace_op_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_invalid_context_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_list_ops_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_must_not_recompute_gemm_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_must_recompute_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_outplace_op_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_parametrization_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_partial_ctx_fn_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_random_op_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_tensor_subclass_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_distributed_utils_checkpoint_wrapper_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_dynamo_does_not_trace_getattr_as_top_frame_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_error_msg_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_fallback_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_kwargs_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_list_inputs_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_pattern_matcher_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_symints_location_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_decomps_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_dropout_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_function_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_function_via_global_checkpoint_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_function_with_kwargs_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_module_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_multiple_checkpoints_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_must_save_tensor_that_has_backward_hook_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_rand_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_recomputed_rand_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_sequential_layers_cuda
2025-06-01T23:33:29.6288721Z 
2025-06-01T23:33:29.6288982Z Running nn/test_pruning 1/1 ... [2025-06-01 23:33:29.624950]
2025-06-01T23:33:29.6289360Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:33:29.6290435Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_pruning.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:33:29.625297]
2025-06-01T23:33:33.1985688Z 
2025-06-01T23:33:33.1986931Z nn/test_pruning 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_pruning_1.1_de94279952bcb147_.log
2025-06-01T23:33:33.1996642Z Running 34 items in this shard: test/nn/test_pruning.py::TestPruningNN::test_compute_nparams_to_prune, test/nn/test_pruning.py::TestPruningNN::test_custom_from_mask_pruning, test/nn/test_pruning.py::TestPruningNN::test_global_pruning, test/nn/test_pruning.py::TestPruningNN::test_global_pruning_importance_scores, test/nn/test_pruning.py::TestPruningNN::test_identity_pruning, test/nn/test_pruning.py::TestPruningNN::test_l1_unstructured_pruning, test/nn/test_pruning.py::TestPruningNN::test_l1_unstructured_pruning_with_importance_scores, test/nn/test_pruning.py::TestPruningNN::test_ln_structured_pruning, test/nn/test_pruning.py::TestPruningNN::test_ln_structured_pruning_importance_scores, test/nn/test_pruning.py::TestPruningNN::test_multiple_pruning_calls, test/nn/test_pruning.py::TestPruningNN::test_prune, test/nn/test_pruning.py::TestPruningNN::test_prune_importance_scores, test/nn/test_pruning.py::TestPruningNN::test_prune_importance_scores_mimic_default, test/nn/test_pruning.py::TestPruningNN::test_pruning_container, test/nn/test_pruning.py::TestPruningNN::test_pruning_container_compute_mask, test/nn/test_pruning.py::TestPruningNN::test_pruning_id_consistency, test/nn/test_pruning.py::TestPruningNN::test_pruning_rollback, test/nn/test_pruning.py::TestPruningNN::test_pruning_serialization_model, test/nn/test_pruning.py::TestPruningNN::test_pruning_serialization_state_dict, test/nn/test_pruning.py::TestPruningNN::test_random_pruning, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_0perc, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_forward, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_new_weight, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_orig, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_pickle, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_sizes, test/nn/test_pruning.py::TestPruningNN::test_random_structured_pruning_amount, test/nn/test_pruning.py::TestPruningNN::test_remove_pruning, test/nn/test_pruning.py::TestPruningNN::test_remove_pruning_exception, test/nn/test_pruning.py::TestPruningNN::test_remove_pruning_forward, test/nn/test_pruning.py::TestPruningNN::test_rnn_pruning, test/nn/test_pruning.py::TestPruningNN::test_unstructured_pruning_same_magnitude, test/nn/test_pruning.py::TestPruningNN::test_validate_pruning_amount, test/nn/test_pruning.py::TestPruningNN::test_validate_pruning_amount_init
2025-06-01T23:33:33.2005464Z 
2025-06-01T23:33:33.2005669Z Running dynamo/test_aot_autograd 1/1 ... [2025-06-01 23:33:33.198266]
2025-06-01T23:33:33.2006060Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:33:33.2007024Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_aot_autograd.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:33:33.198831]
2025-06-01T23:33:37.0217598Z 
2025-06-01T23:33:37.0219126Z dynamo/test_aot_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_aot_autograd_1.1_9f9fcef233f92b6b_.log
2025-06-01T23:33:37.0245249Z Running 48 items in this shard: test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_LSTM, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_alias_inputs, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_aot_autograd_expand_mutation_backwards, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_aot_autograd_expand_mutation_error, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_aot_autograd_expand_mutation_functionalizes, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_aot_autograd_raises_invalid_leaf_set, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_aot_export_joint_simple_repro, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_aot_grad_mode_mutation, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_aot_sequence_nr, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_args, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_args_param, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_args_param_non_tensor_arg, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_args_param_non_tensor_arg_list, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_with_global, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_autograd_function_tangent_mutation, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_call_fn_with_non_const_inputs_aot_safe, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_call_fn_with_non_const_inputs_aot_unsafe, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_call_fn_with_non_const_inputs_aot_unsafe_control_flow, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_data_ptr_access_copy, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_data_ptr_access_fails_in_backward, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_data_ptr_access_fails_in_forward, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_different_inputs_overlapping_set_with_mutation, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer1, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer2, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer3, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer4, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer5, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer6, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer_with_retain_or_create_graph1, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer_with_retain_or_create_graph2, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer_with_retain_or_create_graph3, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_donated_buffer_with_retain_or_create_graph4, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_double_backward_errors, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_eager_sequence_nr, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_grad_inputs_alias_inputs, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_inputs_overlapping_with_mutation_recompile, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_inputs_overlapping_with_mutation_stress, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_multiple_aot_autograd_calls_dupe_args, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_mutation, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_mutation1, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_negative_testing, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_negative_testing_mutation, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_nn_parameter_construction, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_no_storage_overlap_guards_no_aliasing, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_no_storage_overlap_guards_no_mutation, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_requires_grad_fake_via_dynamo_recompiles, test/dynamo/test_aot_autograd.py::AotAutogradFallbackTests::test_split_with_sizes_aot_autograd_cleans_up_traceback_meta
2025-06-01T23:33:37.0277974Z 
2025-06-01T23:33:37.0278302Z Running test_dynamic_shapes 1/1 ... [2025-06-01 23:33:37.021252]
2025-06-01T23:33:37.0279011Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:33:37.0280940Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dynamic_shapes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:33:37.021594]
2025-06-01T23:33:41.1460735Z 
2025-06-01T23:33:41.1461716Z test_dynamic_shapes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dynamic_shapes_1.1_0ad616aee5afbb95_.log
2025-06-01T23:33:41.1596155Z Running 324 items in this shard: test/test_dynamic_shapes.py::TestPySymInt::test_arith_ops, test/test_dynamic_shapes.py::TestPySymInt::test_aten_ops, test/test_dynamic_shapes.py::TestPySymInt::test_avoid_unbacked_substitution, test/test_dynamic_shapes.py::TestPySymInt::test_backed_size_oblivious_01_spec, test/test_dynamic_shapes.py::TestPySymInt::test_baddbmm_symint, test/test_dynamic_shapes.py::TestPySymInt::test_binary, test/test_dynamic_shapes.py::TestPySymInt::test_data_dependent_guard, test/test_dynamic_shapes.py::TestPySymInt::test_data_dependent_guard_propagate_real_tensors, test/test_dynamic_shapes.py::TestPySymInt::test_debug_has_internal_overlap_unbacked, test/test_dynamic_shapes.py::TestPySymInt::test_deepcopy, test/test_dynamic_shapes.py::TestPySymInt::test_duck_shape, test/test_dynamic_shapes.py::TestPySymInt::test_ephemeral_source_simplification, test/test_dynamic_shapes.py::TestPySymInt::test_ephemeral_source_unified_with_non_ephemeral_source, test/test_dynamic_shapes.py::TestPySymInt::test_expect_true_basic, test/test_dynamic_shapes.py::TestPySymInt::test_expect_true_double_digits, test/test_dynamic_shapes.py::TestPySymInt::test_expect_true_prefer_later, test/test_dynamic_shapes.py::TestPySymInt::test_expect_true_refine_range, test/test_dynamic_shapes.py::TestPySymInt::test_expect_true_with_s0, test/test_dynamic_shapes.py::TestPySymInt::test_floor_clean_div_axioms, test/test_dynamic_shapes.py::TestPySymInt::test_floordiv_static, test/test_dynamic_shapes.py::TestPySymInt::test_fx_trace_intlist, test/test_dynamic_shapes.py::TestPySymInt::test_guard_int, test/test_dynamic_shapes.py::TestPySymInt::test_guard_refine_range, test/test_dynamic_shapes.py::TestPySymInt::test_int_bool, test/test_dynamic_shapes.py::TestPySymInt::test_int_conversion, test/test_dynamic_shapes.py::TestPySymInt::test_int_to_float, test/test_dynamic_shapes.py::TestPySymInt::test_max_of_unique_summation_opt, test/test_dynamic_shapes.py::TestPySymInt::test_meta_symint, test/test_dynamic_shapes.py::TestPySymInt::test_mul_int_oo_nan, test/test_dynamic_shapes.py::TestPySymInt::test_non_overlapping_and_dense, test/test_dynamic_shapes.py::TestPySymInt::test_non_overlapping_and_dense_unbacked, test/test_dynamic_shapes.py::TestPySymInt::test_numel, test/test_dynamic_shapes.py::TestPySymInt::test_numpy_sym_max, test/test_dynamic_shapes.py::TestPySymInt::test_numpy_sym_min, test/test_dynamic_shapes.py::TestPySymInt::test_prefer_deferred_runtime_assertions_over_guards, test/test_dynamic_shapes.py::TestPySymInt::test_print_readable_with_symints, test/test_dynamic_shapes.py::TestPySymInt::test_reverse_arith_ops, test/test_dynamic_shapes.py::TestPySymInt::test_roundtrip, test/test_dynamic_shapes.py::TestPySymInt::test_size_expressions, test/test_dynamic_shapes.py::TestPySymInt::test_specialize_zero_one, test/test_dynamic_shapes.py::TestPySymInt::test_statically_known_false, test/test_dynamic_shapes.py::TestPySymInt::test_statically_known_true, test/test_dynamic_shapes.py::TestPySymInt::test_stride, test/test_dynamic_shapes.py::TestPySymInt::test_sym_ceil, test/test_dynamic_shapes.py::TestPySymInt::test_sym_floor, test/test_dynamic_shapes.py::TestPySymInt::test_sym_int, test/test_dynamic_shapes.py::TestPySymInt::test_sym_ite, test/test_dynamic_shapes.py::TestPySymInt::test_sym_log2, test/test_dynamic_shapes.py::TestPySymInt::test_sym_max_multi_max_simplify, test/test_dynamic_shapes.py::TestPySymInt::test_sym_sqrt, test/test_dynamic_shapes.py::TestPySymInt::test_sym_sum, test/test_dynamic_shapes.py::TestPySymInt::test_sym_trunc, test/test_dynamic_shapes.py::TestPySymInt::test_symint_args, test/test_dynamic_shapes.py::TestPySymInt::test_symint_as_scalar, test/test_dynamic_shapes.py::TestPySymInt::test_symint_bitwise_and, test/test_dynamic_shapes.py::TestPySymInt::test_symint_bitwise_or, test/test_dynamic_shapes.py::TestPySymInt::test_symint_vargs, test/test_dynamic_shapes.py::TestPySymInt::test_sympify_symint, test/test_dynamic_shapes.py::TestPySymInt::test_sympy_optimized_add, test/test_dynamic_shapes.py::TestPySymInt::test_sympy_optimized_add_binary_search, test/test_dynamic_shapes.py::TestPySymInt::test_tensor_factory_with_symint, test/test_dynamic_shapes.py::TestPySymInt::test_tracing_sym_ite, test/test_dynamic_shapes.py::TestPySymInt::test_unbacked_substitution, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_abs, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_add, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_and, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_bitwise_and, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_bitwise_or, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_ceil, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_eq, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_float_pow, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_float_truediv, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_floor, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_ge, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_gt, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_int_floordiv, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_int_truediv, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_is_integer, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_le, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_lshift, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_lt, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_mod, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_mul, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_ne, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_neg, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_or, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_pos, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_pow_by_natural, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_round, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_rshift, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sub, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_acos, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_asin, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_atan, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_cos, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_cosh, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_ite, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_log2, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_max, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_min, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_not, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_sin, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_sinh, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_sqrt, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_tan, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_tanh, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_trunc, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_abs_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_abs_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_abs_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_abs_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_add_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_add_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_add_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_add_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_and_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_and_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_and_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_and_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_and_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_and_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_and_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_and_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_or_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_or_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_or_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_or_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ceil_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ceil_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ceil_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ceil_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_eq_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_eq_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_eq_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_eq_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_pow_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_pow_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_pow_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_pow_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_truediv_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_truediv_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_truediv_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_truediv_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_floor_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_floor_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_floor_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_floor_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ge_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ge_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ge_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ge_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_gt_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_gt_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_gt_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_gt_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_floordiv_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_floordiv_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_floordiv_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_floordiv_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_truediv_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_truediv_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_truediv_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_truediv_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_is_integer_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_is_integer_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_is_integer_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_is_integer_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_le_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_le_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_le_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_le_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lshift_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lshift_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lshift_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lshift_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lt_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lt_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lt_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lt_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mod_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mod_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mod_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mod_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mul_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mul_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mul_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mul_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ne_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ne_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ne_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ne_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_neg_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_neg_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_neg_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_neg_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_or_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_or_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_or_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_or_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pos_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pos_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pos_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pos_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pow_by_natural_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pow_by_natural_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pow_by_natural_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pow_by_natural_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_round_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_round_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_round_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_round_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_rshift_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_rshift_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_rshift_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_rshift_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sub_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sub_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sub_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sub_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_acos_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_acos_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_acos_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_acos_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_asin_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_asin_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_asin_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_asin_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_atan_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_atan_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_atan_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_atan_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cos_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cos_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cos_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cos_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cosh_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cosh_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cosh_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cosh_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_float_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_float_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_float_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_float_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_ite_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_ite_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_ite_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_ite_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_log2_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_log2_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_log2_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_log2_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_max_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_max_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_max_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_max_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_min_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_min_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_min_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_min_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_not_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_not_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_not_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_not_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sin_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sin_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sin_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sin_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sinh_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sinh_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sinh_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sinh_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sqrt_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sqrt_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sqrt_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sqrt_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tan_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tan_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tan_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tan_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tanh_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tanh_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tanh_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tanh_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_trunc_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_trunc_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_trunc_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_trunc_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_non_symbolic_symnode, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_stride_symnode, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_symint_deepcopy, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_symint_hashing, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_symnode_hashing, test/test_dynamic_shapes.py::TestFloorDiv::test_floordiv_assumptions, test/test_dynamic_shapes.py::TestFloorDiv::test_floordiv_div_by_one, test/test_dynamic_shapes.py::TestFloorDiv::test_floordiv_float_int, test/test_dynamic_shapes.py::TestFloorDiv::test_floordiv_simplify, test/test_dynamic_shapes.py::TestDimConstraints::test_dim_constraints_reduce_congruences_simple, test/test_dynamic_shapes.py::TestDimConstraints::test_dim_constraints_reduce_inequalities_error, test/test_dynamic_shapes.py::TestDimConstraints::test_dim_constraints_reduce_inequalities_simple, test/test_dynamic_shapes.py::TestDimConstraints::test_dim_constraints_solve_full, test/test_dynamic_shapes.py::TestGuardsExpressions::test_guard_or_false, test/test_dynamic_shapes.py::TestGuardsExpressions::test_guard_or_true, test/test_dynamic_shapes.py::TestGuardsExpressions::test_guards_float_div, test/test_dynamic_shapes.py::TestGuardsExpressions::test_guards_float_print, test/test_dynamic_shapes.py::TestGuardsExpressions::test_guards_gt_lt, test/test_dynamic_shapes.py::TestGuardsExpressions::test_remove_symbols_without_guarding, test/test_dynamic_shapes.py::TestUnbacked::test_deferred_neq_assert_backend_eager, test/test_dynamic_shapes.py::TestUnbacked::test_deferred_neq_assert_backend_inductor, test/test_dynamic_shapes.py::TestUnbacked::test_deferred_sym_eq_assert_backend_eager, test/test_dynamic_shapes.py::TestUnbacked::test_deferred_sym_eq_assert_backend_inductor, test/test_dynamic_shapes.py::TestUnbacked::test_deferred_sym_or_assert_backend_eager, test/test_dynamic_shapes.py::TestUnbacked::test_deferred_sym_or_assert_backend_inductor, test/test_dynamic_shapes.py::TestUnbacked::test_deferred_with_unbacked_input_backend_eager, test/test_dynamic_shapes.py::TestUnbacked::test_deferred_with_unbacked_input_backend_inductor, test/test_dynamic_shapes.py::TestUnbacked::test_has_free_symbols, test/test_dynamic_shapes.py::TestUnbacked::test_post_specialize_runtime_assert1_backend_eager, test/test_dynamic_shapes.py::TestUnbacked::test_post_specialize_runtime_assert1_backend_inductor, test/test_dynamic_shapes.py::TestUnbacked::test_post_specialize_runtime_assert2_backend_eager, test/test_dynamic_shapes.py::TestUnbacked::test_post_specialize_runtime_assert2_backend_inductor, test/test_dynamic_shapes.py::TestUbackedOps::test_invalid_view_unbacked_view, test/test_dynamic_shapes.py::TestUbackedOps::test_unbacked_non_contigious_reshape_failing, test/test_dynamic_shapes.py::TestUbackedOps::test_unbacked_reshape1, test/test_dynamic_shapes.py::TestUbackedOps::test_unbacked_reshape2
2025-06-01T23:33:41.1735799Z 
2025-06-01T23:33:41.1736008Z Running functorch/test_control_flow 1/1 ... [2025-06-01 23:33:41.146542]
2025-06-01T23:33:41.1736428Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:33:41.1737560Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_control_flow.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:33:41.147107]
2025-06-01T23:33:47.2249991Z 
2025-06-01T23:33:47.2260687Z functorch/test_control_flow 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_control_flow_1.1_e062eb9a223a62b2_.log
2025-06-01T23:33:47.3097075Z Running 1312 items in this shard: test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_complex, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_different_pytree_output, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_gpu, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_grad_through_cond, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_inner_fn, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_inner_tensor, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_mixed_require_grad, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_nested, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_pytree_input, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_pytree_not_all_inputs_used, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_same_pytree_output, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_simple, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_torch_nn_module, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_user_nn_module, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_zeros_unused_branch_complex_compile_fail_compile_mode_compile_dynamic_shape_scalar_False, test/functorch/test_control_flow.py::TestControlFlow::test_cond_gpu, test/functorch/test_control_flow.py::TestControlFlow::test_cond_in_forloop, test/functorch/test_control_flow.py::TestControlFlow::test_cond_no_trace, test/functorch/test_control_flow.py::TestControlFlow::test_map_autograd_nested_list, test/functorch/test_control_flow.py::TestControlFlow::test_map_autograd_no_grad_output, test/functorch/test_control_flow.py::TestControlFlow::test_map_autograd_simple, test/functorch/test_control_flow.py::TestControlFlow::test_map_autograd_simple_partial_grad, test/functorch/test_control_flow.py::TestControlFlow::test_map_dict_in_out, test/functorch/test_control_flow.py::TestControlFlow::test_map_gpu, test/functorch/test_control_flow.py::TestControlFlow::test_map_illegal_inputs, test/functorch/test_control_flow.py::TestControlFlow::test_map_illegal_outputs, test/functorch/test_control_flow.py::TestControlFlow::test_map_list_in_out, test/functorch/test_control_flow.py::TestControlFlow::test_scan_associative_scan, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_False_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_False_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_False_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_False_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_False_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_False_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_False_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_False_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_True_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_True_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_True_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_True_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_True_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_True_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_True_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_True_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_carry_carry_alias, test/functorch/test_control_flow.py::TestControlFlow::test_scan_carry_output_alias, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_compile_mode_eager_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_compile_mode_eager_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_compile_mode_none_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_compile_mode_none_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_eager_partial_grad_additional_inputs_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_eager_partial_grad_additional_inputs_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_eager_partial_grad_complex_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_eager_partial_grad_complex_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_eager_partial_grad_init_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_eager_partial_grad_init_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_eager_partial_grad_random_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_eager_partial_grad_random_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_eager_partial_grad_xs_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_eager_partial_grad_xs_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_additional_inputs_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_additional_inputs_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_complex_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_complex_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_init_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_init_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_random_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_random_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_xs_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_xs_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_eager_partial_grad_additional_inputs_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_eager_partial_grad_additional_inputs_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_eager_partial_grad_complex_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_eager_partial_grad_complex_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_eager_partial_grad_init_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_eager_partial_grad_init_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_eager_partial_grad_random_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_eager_partial_grad_random_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_eager_partial_grad_xs_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_eager_partial_grad_xs_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_none_partial_grad_additional_inputs_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_none_partial_grad_additional_inputs_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_none_partial_grad_complex_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_none_partial_grad_complex_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_none_partial_grad_init_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_none_partial_grad_init_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_none_partial_grad_random_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_none_partial_grad_random_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_none_partial_grad_xs_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_none_partial_grad_xs_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_False_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_False_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_False_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_False_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_False_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_False_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_False_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_False_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_True_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_True_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_True_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_True_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_True_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_True_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_True_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_True_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_False_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_False_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_False_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_False_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_False_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_False_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_False_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_False_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_True_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_True_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_True_compile_mode_eager_cuda_autograd_False, 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test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_none_cpu_int64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_none_cuda_complex64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_none_cuda_float16, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_none_cuda_float32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_none_cuda_int32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_none_cuda_int64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_float_output, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_non_tensor, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_True_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_True_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_True_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_True_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_True_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_True_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_True_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_True_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_scanned_0, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_pytree_carry_shape, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_pytree_complex_reverse_False_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_pytree_complex_reverse_False_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_pytree_complex_reverse_True_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_pytree_complex_reverse_True_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_pytree_init_longer_carry, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_pytree_init_shorter_carry, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_shape, test/functorch/test_control_flow.py::TestControlFlow::test_scan_input_carry_alias, test/functorch/test_control_flow.py::TestControlFlow::test_scan_input_mutation, test/functorch/test_control_flow.py::TestControlFlow::test_scan_input_output_alias, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_True_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_True_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_True_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_True_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_True_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_True_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_True_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_True_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_one_return, test/functorch/test_control_flow.py::TestControlFlow::test_scan_pytree_output, test/functorch/test_control_flow.py::TestControlFlow::test_scan_simple_graph, test/functorch/test_control_flow.py::TestControlFlow::test_scan_simple_graph_wrong_dtype, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_False_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_False_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_False_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_False_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_False_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_False_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_False_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_False_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_True_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_True_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_True_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_True_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_True_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_True_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_True_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_True_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_wrong_pytree, test/functorch/test_control_flow.py::TestControlFlow::test_scan_y_less_ndim_then_dim, test/functorch/test_control_flow.py::TestControlFlow::test_while_loop_gpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_combine_fn_wrong_meta_in_combine_fn, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_compile_combine_mode_generic_cpu, 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test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_eager_combine_mode_pointwise_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_eager_combine_mode_pointwise_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_none_combine_mode_generic_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_none_combine_mode_generic_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_none_combine_mode_pointwise_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_none_combine_mode_pointwise_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_shape_failure, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_eager_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_eager_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_eager_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_eager_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_none_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_none_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_none_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_none_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_eager_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_eager_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_eager_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_eager_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_none_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_none_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_none_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_none_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_eager_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_eager_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_eager_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_eager_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_none_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_none_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_none_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_none_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_eager_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_eager_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_eager_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_eager_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_none_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_none_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_none_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_none_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_first_False_same_direction_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_first_False_same_direction_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_first_False_same_direction_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_first_False_same_direction_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_first_True_same_direction_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_first_True_same_direction_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_first_True_same_direction_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_first_True_same_direction_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_reverse_first_False_same_direction_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_reverse_first_False_same_direction_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_reverse_first_False_same_direction_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_reverse_first_False_same_direction_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_reverse_first_True_same_direction_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_reverse_first_True_same_direction_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_reverse_first_True_same_direction_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_reverse_first_True_same_direction_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_eager_reverse_first_False_same_direction_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_eager_reverse_first_False_same_direction_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_eager_reverse_first_False_same_direction_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_eager_reverse_first_False_same_direction_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_eager_reverse_first_True_same_direction_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_eager_reverse_first_True_same_direction_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_eager_reverse_first_True_same_direction_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_eager_reverse_first_True_same_direction_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_none_reverse_first_False_same_direction_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_none_reverse_first_False_same_direction_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_none_reverse_first_False_same_direction_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_none_reverse_first_False_same_direction_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_none_reverse_first_True_same_direction_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_none_reverse_first_True_same_direction_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_none_reverse_first_True_same_direction_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_none_reverse_first_True_same_direction_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_first_False_same_direction_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_first_False_same_direction_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_first_False_same_direction_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_first_False_same_direction_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_first_True_same_direction_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_first_True_same_direction_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_first_True_same_direction_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_first_True_same_direction_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_reverse_first_False_same_direction_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_reverse_first_False_same_direction_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_reverse_first_False_same_direction_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_reverse_first_False_same_direction_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_reverse_first_True_same_direction_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_reverse_first_True_same_direction_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_reverse_first_True_same_direction_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_reverse_first_True_same_direction_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_eager_reverse_first_False_same_direction_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_eager_reverse_first_False_same_direction_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_eager_reverse_first_False_same_direction_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_eager_reverse_first_False_same_direction_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_eager_reverse_first_True_same_direction_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_eager_reverse_first_True_same_direction_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_eager_reverse_first_True_same_direction_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_eager_reverse_first_True_same_direction_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_none_reverse_first_False_same_direction_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_none_reverse_first_False_same_direction_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_none_reverse_first_False_same_direction_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_none_reverse_first_False_same_direction_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_none_reverse_first_True_same_direction_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_none_reverse_first_True_same_direction_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_none_reverse_first_True_same_direction_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_none_reverse_first_True_same_direction_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_eager_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_eager_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_eager_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_eager_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_eager_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_eager_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_eager_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_eager_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_none_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_none_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_none_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_none_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_none_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_none_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_none_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_none_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_generic_compile_mode_compile_dynamic_shape_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_generic_compile_mode_compile_dynamic_shape_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_generic_compile_mode_compile_dynamic_shape_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_generic_compile_mode_compile_dynamic_shape_reverse_True_cuda, 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test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_eager_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_eager_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_eager_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_eager_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_eager_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_eager_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_eager_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_eager_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_none_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_none_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_none_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_none_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_none_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_none_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_none_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_none_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_compile_dynamic_shape_reverse_False_cpu_combine_mode_generic, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_compile_dynamic_shape_reverse_False_cpu_combine_mode_pointwise, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_compile_dynamic_shape_reverse_False_cuda_combine_mode_generic, 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test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_compile_reverse_False_cpu_combine_mode_generic, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_compile_reverse_False_cpu_combine_mode_pointwise, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_compile_reverse_False_cuda_combine_mode_generic, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_compile_reverse_False_cuda_combine_mode_pointwise, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_compile_reverse_True_cpu_combine_mode_generic, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_compile_reverse_True_cpu_combine_mode_pointwise, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_compile_reverse_True_cuda_combine_mode_generic, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_compile_reverse_True_cuda_combine_mode_pointwise, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_eager_reverse_False_cpu_combine_mode_generic, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_eager_reverse_False_cpu_combine_mode_pointwise, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_eager_reverse_False_cuda_combine_mode_generic, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_eager_reverse_False_cuda_combine_mode_pointwise, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_eager_reverse_True_cpu_combine_mode_generic, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_eager_reverse_True_cpu_combine_mode_pointwise, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_eager_reverse_True_cuda_combine_mode_generic, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_eager_reverse_True_cuda_combine_mode_pointwise, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_none_reverse_False_cpu_combine_mode_generic, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_none_reverse_False_cpu_combine_mode_pointwise, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_none_reverse_False_cuda_combine_mode_generic, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_none_reverse_False_cuda_combine_mode_pointwise, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_none_reverse_True_cpu_combine_mode_generic, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_none_reverse_True_cpu_combine_mode_pointwise, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_none_reverse_True_cuda_combine_mode_generic, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_none_reverse_True_cuda_combine_mode_pointwise, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_none_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_none_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_none_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_none_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_none_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_none_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_none_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_none_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_eager_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_eager_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_eager_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_eager_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_eager_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_eager_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_eager_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_eager_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_none_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_none_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_none_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_none_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_none_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_none_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_none_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_none_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_input_mutation, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_input_output_alias, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_dynamic_shape_loop_type_for_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_dynamic_shape_loop_type_for_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_dynamic_shape_loop_type_for_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_dynamic_shape_loop_type_for_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_loop_type_for_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_loop_type_for_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_loop_type_for_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_loop_type_for_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_eager_loop_type_for_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_eager_loop_type_for_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_eager_loop_type_for_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_eager_loop_type_for_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_none_loop_type_for_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_none_loop_type_for_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_none_loop_type_for_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_none_loop_type_for_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_failure, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_map_in_combine_fn, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_nested, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_dynamic_shape_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_dynamic_shape_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_dynamic_shape_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_dynamic_shape_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_eager_reverse_False_cpu, 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test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_compile_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_compile_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_compile_dynamic_shape_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_compile_dynamic_shape_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_eager_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_eager_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_none_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_none_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_compile_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_compile_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_compile_dynamic_shape_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_compile_dynamic_shape_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_eager_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_eager_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_none_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_none_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_output_output_alias, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_pytree_output, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_sparse_tensor, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_dynamic_shape_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_dynamic_shape_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_dynamic_shape_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_dynamic_shape_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_eager_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_eager_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_eager_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_eager_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_none_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_none_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_none_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_none_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_wrong_pytree, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_accepts_torch_function_as_inputs, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_autograd_backward, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_eager_run_with_item, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_aot_func_check_functional, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_data_dependent_pred, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_input_aliasing_with_aot_func, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_input_mutation_on_false_branch, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_input_mutation_on_true_branch, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_nested_input_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_nested_input_mutation_with_aot_func, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_output_alias_input, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_make_fx_preserve_stack_trace_for_nodes_in_subgraph, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_mismatched_branch_output_dynamic_False_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_mismatched_branch_output_dynamic_False_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_mismatched_branch_output_dynamic_True_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_mismatched_branch_output_dynamic_True_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_mismatched_branch_strided_output_dynamic_False_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_mismatched_branch_strided_output_dynamic_False_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_mismatched_branch_strided_output_dynamic_True_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_mismatched_branch_strided_output_dynamic_True_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_nested_traced, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_nested_traced_fake_tensor, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_nested_traced_multi, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_nested_traced_multi_fake_tensor, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_nested_traced_other_inputs, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_nested_traced_other_inputs_fake_tensor, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_nested_with_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_nested_with_closure_graph_module, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_no_dynamo_cache_limit, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_retrace_functionalized, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_simple_with_linear_compile_check_graph, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_subgraph_same_shape_env_as_parent, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_symint_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_symint_operands_requires_grad_False, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_symint_operands_requires_grad_True, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_trace_set__and_mutate_input, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_trace_set__and_mutate_intermediate, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_traced_not_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_traced_not_nested_fake_tensor, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_function_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_function_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_function_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_function_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_function_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_function_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_function_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_function_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_module_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_module_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_module_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_module_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_module_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_module_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_module_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_module_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_object_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_object_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_object_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_object_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_object_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_object_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_object_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_object_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_function_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_function_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_function_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_function_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_function_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_function_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_function_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_function_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_module_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_module_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_module_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_module_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_module_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_module_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_module_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_module_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_object_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_object_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_object_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_object_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_object_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_object_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_object_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_object_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_function_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_function_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_function_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_function_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_function_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_function_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_function_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_function_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_module_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_module_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_module_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_module_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_module_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_module_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_module_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_module_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_object_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_object_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_object_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_object_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_object_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_object_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_object_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_object_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_function_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_function_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_function_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_function_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_function_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_function_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_function_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_function_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_module_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_module_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_module_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_module_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_module_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_module_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_module_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_module_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_object_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_object_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_object_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_object_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_object_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_object_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_object_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_object_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_unbacked_symint_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_multiple_args_with_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_multiple_inputs, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_multiple_outputs_nClosure_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_multiple_outputs_nClosure_1, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_function_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_function_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_function_nOperands_2_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_function_nOperands_2_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_module_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_module_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_module_nOperands_2_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_module_nOperands_2_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_object_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_object_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_object_nOperands_2_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_object_nOperands_2_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_single_input_with_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_with_consecutive_make_fx_symbolic, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_with_module_param_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_with_module_python_scalar_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_with_sym_pred, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_with_tensor_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_with_tensor_closure_graph_module, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_with_unbacked_sym_pred, test/functorch/test_control_flow.py::TestControlFlowTraced::test_hop_raises_if_not_overriding_call, test/functorch/test_control_flow.py::TestControlFlowTraced::test_input_input_alias, test/functorch/test_control_flow.py::TestControlFlowTraced::test_input_mutation_inference_mode_False, test/functorch/test_control_flow.py::TestControlFlowTraced::test_input_mutation_inference_mode_True, test/functorch/test_control_flow.py::TestControlFlowTraced::test_input_output_alias, test/functorch/test_control_flow.py::TestControlFlowTraced::test_map_functionalized, test/functorch/test_control_flow.py::TestControlFlowTraced::test_map_functionalized_aot_func, test/functorch/test_control_flow.py::TestControlFlowTraced::test_map_functionalized_arg_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_map_functionalized_elem_alias, test/functorch/test_control_flow.py::TestControlFlowTraced::test_map_functionalized_elem_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_map_unfunc_boolean_tensor_for_nested_map_cond, test/functorch/test_control_flow.py::TestControlFlowTraced::test_merge_output, test/functorch/test_control_flow.py::TestControlFlowTraced::test_nested_cond_map_cond_symbolic, test/functorch/test_control_flow.py::TestControlFlowTraced::test_nested_map_cond_real, test/functorch/test_control_flow.py::TestControlFlowTraced::test_nested_map_cond_symbolic, test/functorch/test_control_flow.py::TestControlFlowTraced::test_raise_error_on_mismatch_tensor_size, test/functorch/test_control_flow.py::TestControlFlowTraced::test_raise_error_on_mismatch_tensor_size_fake_tensor, test/functorch/test_control_flow.py::TestControlFlowTraced::test_raise_error_on_mismatch_type_size, test/functorch/test_control_flow.py::TestControlFlowTraced::test_raise_error_on_mismatch_type_size_fake_tensor, test/functorch/test_control_flow.py::TestControlFlowTraced::test_scan_functionalized, test/functorch/test_control_flow.py::TestControlFlowTraced::test_scan_functionalized_elem_alias, test/functorch/test_control_flow.py::TestControlFlowTraced::test_scan_functionalized_elem_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_scan_pytree_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_tracing_map_autograd_aot_functionalized, test/functorch/test_control_flow.py::TestControlFlowTraced::test_tracing_map_autograd_symbolic_dict, test/functorch/test_control_flow.py::TestControlFlowTraced::test_tracing_map_autograd_symbolic_list, test/functorch/test_control_flow.py::TestControlFlowTraced::test_tracing_map_autograd_symbolic_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_tracing_map_real, test/functorch/test_control_flow.py::TestControlFlowTraced::test_tracing_map_symbolic_dict, test/functorch/test_control_flow.py::TestControlFlowTraced::test_tracing_map_symbolic_list, test/functorch/test_control_flow.py::TestControlFlowTraced::test_tracing_map_symbolic_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_two_hops_not_sharing_code_obj, test/functorch/test_control_flow.py::TestControlFlowTraced::test_vmap_vmap_boolcond_False, test/functorch/test_control_flow.py::TestControlFlowTraced::test_vmap_vmap_boolcond_True, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_const_and_symint_output, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_int_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_nested2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_nested_with_linear, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_pytree_int_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_simple_with_linear, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_simple_with_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_simple_with_pytree_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_eager_while_loop_test_const_and_symint_output, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_eager_while_loop_test_int_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_eager_while_loop_test_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_eager_while_loop_test_nested2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_eager_while_loop_test_nested_with_linear, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_eager_while_loop_test_pytree_int_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_eager_while_loop_test_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_eager_while_loop_test_simple_with_linear, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_eager_while_loop_test_simple_with_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_eager_while_loop_test_simple_with_pytree_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_cpp_while_loop_test_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_cpp_while_loop_test_nested2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_cpp_while_loop_test_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_cpp_while_loop_test_simple_with_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_cpp_while_loop_test_simple_with_pytree_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_functorch_while_loop_test_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_functorch_while_loop_test_nested2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_functorch_while_loop_test_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_functorch_while_loop_test_simple_with_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_functorch_while_loop_test_simple_with_pytree_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_no_while_loop_test_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_no_while_loop_test_nested2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_no_while_loop_test_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_no_while_loop_test_simple_with_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_no_while_loop_test_simple_with_pytree_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_python_while_loop_test_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_python_while_loop_test_nested2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_python_while_loop_test_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_python_while_loop_test_simple_with_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_python_while_loop_test_simple_with_pytree_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_nested2_traced, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_nested_traced, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_constant_and_symint_output_compile_dynamic_False_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_constant_and_symint_output_compile_dynamic_False_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_constant_and_symint_output_compile_dynamic_True_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_constant_and_symint_output_compile_dynamic_True_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_constant_and_symint_output_export_strict_False_dynamic_False, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_constant_and_symint_output_export_strict_False_dynamic_True, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_constant_and_symint_output_export_strict_True_dynamic_False, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_constant_and_symint_output_export_strict_True_dynamic_True, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_int_carry_compile_dynamic_False_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_int_carry_compile_dynamic_False_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_int_carry_compile_dynamic_True_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_int_carry_compile_dynamic_True_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_int_carry_export_strict_False_dynamic_False, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_int_carry_export_strict_False_dynamic_True, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_mismatch_in_meta, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_pytree_int_carry_compile_dynamic_False_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_pytree_int_carry_compile_dynamic_False_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_pytree_int_carry_compile_dynamic_True_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_pytree_int_carry_compile_dynamic_True_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_pytree_int_carry_export_strict_False_dynamic_False, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_pytree_int_carry_export_strict_False_dynamic_True, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_pytree_int_carry_export_strict_True_dynamic_False, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_pytree_int_carry_export_strict_True_dynamic_True, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_pytree_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_simple_functionalize_check_graph_func_type_cpp, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_simple_functionalize_check_graph_func_type_functorch, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_simple_functionalize_check_graph_func_type_no, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_simple_functionalize_check_graph_func_type_python, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_simple_with_linear_compile_check_graph, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_tracing_while_loop_test_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_tracing_while_loop_test_nested2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_tracing_while_loop_test_nested_with_linear, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_tracing_while_loop_test_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_tracing_while_loop_test_simple_with_linear, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_tracing_while_loop_test_simple_with_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_tracing_while_loop_test_simple_with_pytree_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_unbacked_bindings, test/functorch/test_control_flow.py::TestHopSchema::test_function_schema_gen, test/functorch/test_control_flow.py::TestHopSchema::test_list_gen_schema_type_GraphModule, test/functorch/test_control_flow.py::TestHopSchema::test_list_gen_schema_type_ScriptObj, test/functorch/test_control_flow.py::TestHopSchema::test_list_gen_schema_type_SymBool, test/functorch/test_control_flow.py::TestHopSchema::test_list_gen_schema_type_SymInt, test/functorch/test_control_flow.py::TestHopSchema::test_list_gen_schema_type_Tensor, test/functorch/test_control_flow.py::TestHopSchema::test_list_gen_schema_type_bool, test/functorch/test_control_flow.py::TestHopSchema::test_list_gen_schema_type_float, test/functorch/test_control_flow.py::TestHopSchema::test_list_gen_schema_type_int, test/functorch/test_control_flow.py::TestHopSchema::test_list_gen_schema_type_str, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_GraphModule, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_ScriptObj, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_SymBool, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_SymInt, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_Tensor, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_bool, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_float, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_int, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_str, test/functorch/test_control_flow.py::TestHopSchema::test_while_loop_schema_gen
2025-06-01T23:33:47.3598484Z 
2025-06-01T23:33:47.3598689Z Running torch_np/numpy_tests/lib/test_arraypad 1/1 ... [2025-06-01 23:33:47.227972]
2025-06-01T23:33:47.3599046Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:33:47.3599861Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraypad.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:33:47.228518]
2025-06-01T23:33:50.8503672Z 
2025-06-01T23:33:50.8505136Z torch_np/numpy_tests/lib/test_arraypad 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraypad_1.1_25128e3e8a8a855b_.log
2025-06-01T23:33:50.8508699Z Running 9 items in this shard: test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_float, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_float2, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_float3, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_odd_pad_amount, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_pad_2d, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_zeros, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_large_integers, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_pad_empty_dimension
2025-06-01T23:33:50.8511604Z 
2025-06-01T23:33:50.8511788Z Running dynamo/test_base_hop 1/1 ... [2025-06-01 23:33:50.849789]
2025-06-01T23:33:50.8512170Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:33:50.8513112Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_hop.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:33:50.850081]
2025-06-01T23:33:57.6305435Z 
2025-06-01T23:33:57.6306968Z dynamo/test_base_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_hop_1.1_097e47ce10954ac9_.log
2025-06-01T23:33:57.6313728Z Running 12 items in this shard: test/dynamo/test_base_hop.py::BaseHOPTest::test_aliasing_mutation_error, test/dynamo/test_base_hop.py::BaseHOPTest::test_aot_eager, test/dynamo/test_base_hop.py::BaseHOPTest::test_auto_functionalize, test/dynamo/test_base_hop.py::BaseHOPTest::test_dynamo, test/dynamo/test_base_hop.py::BaseHOPTest::test_eager_call, test/dynamo/test_base_hop.py::BaseHOPTest::test_int_input, test/dynamo/test_base_hop.py::BaseHOPTest::test_none_input, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_pytree_in_out, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_pytree_in_out_with_mutation_backend_aot_eager, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_pytree_in_out_with_mutation_backend_eager, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_single_return, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_single_return_with_mutation
2025-06-01T23:33:57.6320547Z 
2025-06-01T23:33:57.6320984Z Running torch_np/numpy_tests/core/test_indexing 1/1 ... [2025-06-01 23:33:57.630200]
2025-06-01T23:33:57.6321490Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:33:57.6322506Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_indexing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:33:57.630759]
2025-06-01T23:34:01.3546871Z 
2025-06-01T23:34:01.3548587Z torch_np/numpy_tests/core/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_indexing_1.1_b5849aee50359076_.log
2025-06-01T23:34:01.3595797Z Running 67 items in this shard: test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_assignment_value_mismatch, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_list, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_onedim, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_twodim, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_shape_mismatch, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_broaderrors_indexing, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_broken_sequence_not_nd_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_ellipsis_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_ellipsis_index_2, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_empty_fancy_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_empty_tuple_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_everything_returns_views, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_index_no_array_to_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_index_no_floats, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_indexing_array_negative_strides, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_indexing_array_weird_strides, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_memory_order, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_none_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_nontuple_ndindex, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_reverse_strides_and_subspace_bufferinit, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_reversed_strides_result_allocation, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_same_kind_index_casting, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_scalar_array_bool, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_single_bool_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_single_int_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_slicing_no_floats, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_small_regressions, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_fancy_indices_special_case, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_trivial_fancy_not_possible, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_trivial_fancy_out_of_bounds, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_tuple_subclass, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_uncontiguous_subspace_assignment, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index0, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index1, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index2, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_subspace, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_index_is_larger, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_prepend_not_one, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_prepending_ones, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_simple_broadcasting_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestFancyIndexingCast::test_boolean_index_cast_assign, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_1d, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_boolean, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_multidim, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_non_integer_argument_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_non_integer_sequence_multiplication, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_reduce_axis_float_index, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_valid_indexing, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_valid_slicing, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_bool_as_int_argument_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_boolean_indexing_fast_path, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_boolean_indexing_weirdness, test/torch_np/numpy_tests/core/test_indexing.py::TestArrayToIndexDeprecation::test_array_to_index_error, test/torch_np/numpy_tests/core/test_indexing.py::TestNonIntegerArrayLike::test_basic, test/torch_np/numpy_tests/core/test_indexing.py::TestMultipleEllipsisError::test_basic
2025-06-01T23:34:01.3641125Z 
2025-06-01T23:34:01.3641504Z Running export/test_experimental 1/1 ... [2025-06-01 23:34:01.354572]
2025-06-01T23:34:01.3642265Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:34:01.3644168Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_experimental.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:34:01.355131]
2025-06-01T23:34:05.0797998Z 
2025-06-01T23:34:05.0799847Z export/test_experimental 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_experimental_1.1_d6c6588dfd5e07ea_.log
2025-06-01T23:34:05.0803751Z Running 11 items in this shard: test/export/test_experimental.py::TestExperiment::test_joint_basic, test/export/test_experimental.py::TestExperiment::test_joint_buffer_input_mutations, test/export/test_experimental.py::TestExperiment::test_joint_cifar10_backwards, test/export/test_experimental.py::TestExperiment::test_joint_dynamic, test/export/test_experimental.py::TestExperiment::test_joint_loss_index, test/export/test_experimental.py::TestExperiment::test_sticky_export, test/export/test_experimental.py::TestExperiment::test_sticky_export_dynamic, test/export/test_experimental.py::TestExperiment::test_sticky_export_nested_inp, test/export/test_experimental.py::TestExperiment::test_torchscript_module_export, test/export/test_experimental.py::TestExperiment::test_torchscript_module_export_single_input, test/export/test_experimental.py::TestExperiment::test_torchscript_module_export_various_inputs_with_annotated_input_names
2025-06-01T23:34:05.0814298Z 
2025-06-01T23:34:05.0814468Z Running export/test_hop 1/1 ... [2025-06-01 23:34:05.079564]
2025-06-01T23:34:05.0814821Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:34:05.0815891Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_hop.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:34:05.080193]
2025-06-01T23:34:09.6561272Z 
2025-06-01T23:34:09.6563512Z export/test_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_hop_1.1_0cc04777904dd253_.log
2025-06-01T23:34:09.6586221Z Running 36 items in this shard: test/export/test_hop.py::TestHOPCUDA::test_aot_export_auto_functionalize_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_cond_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_flex_attention_backward_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_flex_attention_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_invoke_quant_packed_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_invoke_quant_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_invoke_subgraph_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_scan_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_while_loop_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_auto_functionalize_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_cond_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_flex_attention_backward_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_flex_attention_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_invoke_quant_packed_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_invoke_quant_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_invoke_subgraph_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_scan_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_while_loop_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_auto_functionalize_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_cond_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_flex_attention_backward_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_flex_attention_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_invoke_quant_packed_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_invoke_quant_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_invoke_subgraph_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_scan_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_while_loop_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_auto_functionalize_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_cond_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_flex_attention_backward_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_flex_attention_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_invoke_quant_packed_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_invoke_quant_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_invoke_subgraph_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_scan_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_while_loop_simple_cuda_float32
2025-06-01T23:34:09.6608322Z 
2025-06-01T23:34:09.6608681Z Running export/test_draft_export 1/1 ... [2025-06-01 23:34:09.655601]
2025-06-01T23:34:09.6609431Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:34:09.6611496Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_draft_export.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:34:09.656063]
2025-06-01T23:34:13.4300451Z 
2025-06-01T23:34:13.4302441Z export/test_draft_export 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_draft_export_1.1_3e0d25895e692214_.log
2025-06-01T23:34:13.4310885Z Running 20 items in this shard: test/export/test_draft_export.py::TestDraftExport::test_complex_data_dependent_expr, test/export/test_draft_export.py::TestDraftExport::test_constantify_unbacked_symbol, test/export/test_draft_export.py::TestDraftExport::test_data_dependent_failure, test/export/test_draft_export.py::TestDraftExport::test_dedup_data_dependent_failure, test/export/test_draft_export.py::TestDraftExport::test_fake_infer_dense_in_memory_check, test/export/test_draft_export.py::TestDraftExport::test_masked_linear, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_custom_op_basic, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_custom_op_multiple_profiles, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_custom_op_update_profile, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_guard, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_impl, test/export/test_draft_export.py::TestDraftExport::test_offsets, test/export/test_draft_export.py::TestDraftExport::test_override_incorrectly_aliasing_kernel, test/export/test_draft_export.py::TestDraftExport::test_override_mismatched_fake_kernel_with_unbacked_symbols, test/export/test_draft_export.py::TestDraftExport::test_override_size_and_dtype_mismatched_fake_kernels, test/export/test_draft_export.py::TestDraftExport::test_shape_failure, test/export/test_draft_export.py::TestDraftExport::test_side_effect1, test/export/test_draft_export.py::TestDraftExport::test_side_effect_inps, test/export/test_draft_export.py::TestDraftExport::test_torchbind, test/export/test_draft_export.py::TestDraftExport::test_unbacked_div_mod_replacement
2025-06-01T23:34:13.4316014Z 
2025-06-01T23:34:13.4316197Z Running test_accelerator 1/1 ... [2025-06-01 23:34:13.429895]
2025-06-01T23:34:13.4316562Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:34:13.4317590Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_accelerator.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:34:13.430457]
2025-06-01T23:34:17.0544200Z 
2025-06-01T23:34:17.0545900Z test_accelerator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_accelerator_1.1_f63a0a209865d1bf_.log
2025-06-01T23:34:17.0549650Z Running 10 items in this shard: test/test_accelerator.py::TestAccelerator::test_current_accelerator, test/test_accelerator.py::TestAccelerator::test_current_stream_query, test/test_accelerator.py::TestAccelerator::test_device_context_manager, test/test_accelerator.py::TestAccelerator::test_generic_event_behavior, test/test_accelerator.py::TestAccelerator::test_generic_multi_device_behavior, test/test_accelerator.py::TestAccelerator::test_generic_stream_behavior, test/test_accelerator.py::TestAccelerator::test_multi_device_context_manager, test/test_accelerator.py::TestAccelerator::test_multi_device_stream_context_manager, test/test_accelerator.py::TestAccelerator::test_pin_memory_on_non_blocking_copy, test/test_accelerator.py::TestAccelerator::test_stream_context_manager
2025-06-01T23:34:17.0552379Z 
2025-06-01T23:34:17.0554062Z Running test_cuda_sanitizer 1/1 ... [2025-06-01 23:34:17.053971]
2025-06-01T23:34:17.0554440Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:34:17.0555554Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cuda_sanitizer.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:34:17.054519]
2025-06-01T23:34:20.6286579Z 
2025-06-01T23:34:20.6289276Z test_cuda_sanitizer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_sanitizer_1.1_cb3709269f717b79_.log
2025-06-01T23:34:20.6305199Z Running 31 items in this shard: test/test_cuda_sanitizer.py::TestArgumentHandler::test_add, test/test_cuda_sanitizer.py::TestArgumentHandler::test_cat, test/test_cuda_sanitizer.py::TestArgumentHandler::test_inplace, test/test_cuda_sanitizer.py::TestArgumentHandler::test_nonzero, test/test_cuda_sanitizer.py::TestArgumentHandler::test_out, test/test_cuda_sanitizer.py::TestArgumentHandler::test_split, test/test_cuda_sanitizer.py::TestArgumentHandler::test_tensor_names, test/test_cuda_sanitizer.py::TestEventHandler::test_all_reads_checked_failing, test/test_cuda_sanitizer.py::TestEventHandler::test_all_reads_checked_passing, test/test_cuda_sanitizer.py::TestEventHandler::test_branch_sync, test/test_cuda_sanitizer.py::TestEventHandler::test_chain_sync, test/test_cuda_sanitizer.py::TestEventHandler::test_correct_state_merging, test/test_cuda_sanitizer.py::TestEventHandler::test_deleted_record, test/test_cuda_sanitizer.py::TestEventHandler::test_device_synchronization_expired, test/test_cuda_sanitizer.py::TestEventHandler::test_device_synchronize, test/test_cuda_sanitizer.py::TestEventHandler::test_empty_kernel_launch, test/test_cuda_sanitizer.py::TestEventHandler::test_event_synchronize, test/test_cuda_sanitizer.py::TestEventHandler::test_expired_record, test/test_cuda_sanitizer.py::TestEventHandler::test_multiple_errors, test/test_cuda_sanitizer.py::TestEventHandler::test_multiple_wait, test/test_cuda_sanitizer.py::TestEventHandler::test_new_stream_is_synchronized, test/test_cuda_sanitizer.py::TestEventHandler::test_reads_check_last_write, test/test_cuda_sanitizer.py::TestEventHandler::test_record_override, test/test_cuda_sanitizer.py::TestEventHandler::test_simple_error, test/test_cuda_sanitizer.py::TestEventHandler::test_simple_passing, test/test_cuda_sanitizer.py::TestEventHandler::test_simple_sync, test/test_cuda_sanitizer.py::TestEventHandler::test_stream_synchronize, test/test_cuda_sanitizer.py::TestMessages::test_ensure_does_not_exist, test/test_cuda_sanitizer.py::TestMessages::test_ensure_exists, test/test_cuda_sanitizer.py::TestMessages::test_error_message, test/test_cuda_sanitizer.py::TestMessages::test_subclass
2025-06-01T23:34:20.6319724Z 
2025-06-01T23:34:20.6320035Z Running test_shape_ops 1/1 ... [2025-06-01 23:34:20.628556]
2025-06-01T23:34:20.6320711Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:34:20.6322503Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_shape_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:34:20.629189]
2025-06-01T23:34:24.6039351Z 
2025-06-01T23:34:24.6040578Z test_shape_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_shape_ops_1.1_4a10c3515257dd20_.log
2025-06-01T23:34:24.6085274Z Running 98 items in this shard: test/test_shape_ops.py::TestShapeOpsCUDA::test_clamp_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_clamp_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_clamp_propagates_nans_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_clamp_raises_arg_errors_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_complex_rot90_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_complex_rot90_cuda_complex64, test/test_shape_ops.py::TestShapeOpsCUDA::test_diag_cuda_bool, test/test_shape_ops.py::TestShapeOpsCUDA::test_diag_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_diagonal_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_diagonal_multidim_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_bfloat16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_bool, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_complex64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_float16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_int16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_int32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_int8, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_uint8, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_bfloat16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_bool, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_complex64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_float16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_int16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_int32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_int8, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_uint8, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_large_tensor_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_bfloat16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_bool, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_complex64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_float16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_int16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_int32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_int8, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_uint8, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_unsupported_dtype_cuda_quint2x4, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_unsupported_dtype_cuda_quint4x2, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_invalid_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_invalid_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_invalid_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_invalid_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_invalid_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_invalid_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_invalid_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_invalid_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_invalid_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_astuple_out_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_bfloat16, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_bool, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_float16, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_int16, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_int32, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_int8, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_uint8, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_discontiguous_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_no_warning_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_non_diff_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_rot90_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_sparse_dense_dim_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_sparse_dense_dim_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_sparse_dense_dim_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_tolist_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_float16, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_int16, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_int32, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_int8, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_uint8, test/test_shape_ops.py::TestShapeOpsCUDA::test_unbind_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_unfold_all_devices_and_dtypes_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_unfold_errors_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_unfold_scalars_cuda
2025-06-01T23:34:24.6128537Z 
2025-06-01T23:34:24.6128803Z Running test_itt 1/1 ... [2025-06-01 23:34:24.603351]
2025-06-01T23:34:24.6129435Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:34:24.6131173Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_itt.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:34:24.603672]
2025-06-01T23:34:28.1254977Z 
2025-06-01T23:34:28.1255883Z test_itt 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_itt_1.1_792276261689960f_.log
2025-06-01T23:34:28.1256635Z Running 1 items in this shard: test/test_itt.py::TestItt::test_itt
2025-06-01T23:34:28.1256917Z 
2025-06-01T23:34:28.1257144Z Running dynamo/test_aot_autograd_cache 1/1 ... [2025-06-01 23:34:28.124939]
2025-06-01T23:34:28.1258109Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:34:28.1259138Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_aot_autograd_cache.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:34:28.125229]
2025-06-01T23:34:35.0063290Z 
2025-06-01T23:34:35.0065113Z dynamo/test_aot_autograd_cache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_aot_autograd_cache_1.1_67a751249617f49e_.log
2025-06-01T23:34:35.0132619Z Running 86 items in this shard: test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_aot_runtime_trace_joint, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_function, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_guard_single_entry_device_cuda_bfloat16, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_guard_single_entry_device_cuda_float16, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_inductor_guards_device_cuda_bfloat16_requires_grad_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_inductor_guards_device_cuda_bfloat16_requires_grad_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_inductor_guards_device_cuda_float16_requires_grad_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_inductor_guards_device_cuda_float16_requires_grad_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_lazy_backward, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_basic, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_cache_hot_load_device_cpu_bfloat16_dynamic_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_cache_hot_load_device_cpu_bfloat16_dynamic_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_cache_hot_load_device_cpu_float32_dynamic_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_cache_hot_load_device_cpu_float32_dynamic_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_cache_hot_load_device_cuda_bfloat16_dynamic_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_cache_hot_load_device_cuda_bfloat16_dynamic_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_cache_hot_load_device_cuda_float32_dynamic_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_cache_hot_load_device_cuda_float32_dynamic_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_clear_fx_graph_cache, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_compiled_autograd_bypass, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_constant_tensor_device_guards, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_custom_autograd_function, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_custom_autograd_function_miss, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_custom_autograd_function_with_custom_triton_kernel, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_dynamic_shapes_different_sizes, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_fx_graph_cache_off, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_inference_graph_cache_hit_with_compiled_autograd_enabled, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_multi_graph_specialization, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_multiple_compile_triton_kernels, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_nn_module_with_params_global_constant, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_saved_tensors_hooks_autograd_cache, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_saved_tensors_hooks_autograd_cache_symbolic, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_symbol_specialization, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_unsafe_mark_cacheable_fn_select_allow_in_graph, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_unsafe_mark_cacheable_fn_select_tag_activation_checkpoint, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_view_replay_bypass, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_aot_runtime_trace_joint, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_autograd_function, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_autograd_guard_single_entry_device_cuda_bfloat16, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_autograd_guard_single_entry_device_cuda_float16, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_autograd_inductor_guards_device_cuda_bfloat16_requires_grad_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_autograd_inductor_guards_device_cuda_bfloat16_requires_grad_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_autograd_inductor_guards_device_cuda_float16_requires_grad_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_autograd_inductor_guards_device_cuda_float16_requires_grad_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_autograd_lazy_backward, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_basic, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_cache_hot_load_device_cpu_bfloat16_dynamic_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_cache_hot_load_device_cpu_bfloat16_dynamic_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_cache_hot_load_device_cpu_float32_dynamic_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_cache_hot_load_device_cpu_float32_dynamic_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_cache_hot_load_device_cuda_bfloat16_dynamic_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_cache_hot_load_device_cuda_bfloat16_dynamic_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_cache_hot_load_device_cuda_float32_dynamic_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_cache_hot_load_device_cuda_float32_dynamic_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_clear_fx_graph_cache, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_compiled_autograd_bypass, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_constant_tensor_device_guards, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_custom_autograd_function, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_custom_autograd_function_miss, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_custom_autograd_function_with_custom_triton_kernel, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_dynamic_shapes_different_sizes, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_fx_graph_cache_off, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_inference_graph_cache_hit_with_compiled_autograd_enabled, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_multi_graph_specialization, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_multiple_compile_triton_kernels, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_nn_module_with_params_global_constant, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_saved_tensors_hooks_autograd_cache, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_saved_tensors_hooks_autograd_cache_symbolic, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_symbol_specialization, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_unsafe_mark_cacheable_fn_select_allow_in_graph, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_unsafe_mark_cacheable_fn_select_tag_activation_checkpoint, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_view_replay_bypass, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_basic_hash_key, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_different_configs, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_different_global_configs, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_different_graphs, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_different_inputs, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_freezing, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_identical_graphs_and_configs, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_incompatible_function, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_nn_module_with_params, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_normal_torch_function, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_private_builtin, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_private_namespace, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_safe_torchfunction, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_sanitize_gm_for_cache
2025-06-01T23:34:35.0195599Z 
2025-06-01T23:34:35.0196023Z Running dynamo/test_compiler_bisector 1/1 ... [2025-06-01 23:34:35.006131]
2025-06-01T23:34:35.0196830Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:34:35.0199029Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_compiler_bisector.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:34:35.006708]
2025-06-01T23:34:41.7365959Z 
2025-06-01T23:34:41.7366907Z dynamo/test_compiler_bisector 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_compiler_bisector_1.1_b16f02ae98e614f2_.log
2025-06-01T23:34:41.7369577Z Running 7 items in this shard: test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_bad_decomp, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_bad_lowering, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_crossref, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_eager_backend, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_emulate_precision_casts, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_joint_graph, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_rng
2025-06-01T23:34:41.7371652Z 
2025-06-01T23:34:41.7371862Z Running test_model_exports_to_core_aten 1/1 ... [2025-06-01 23:34:41.736178]
2025-06-01T23:34:41.7372275Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:34:41.7373266Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_model_exports_to_core_aten.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:34:41.736749]
2025-06-01T23:34:45.5605636Z 
2025-06-01T23:34:45.5606978Z test_model_exports_to_core_aten 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_model_exports_to_core_aten_1.1_2b5082da61ebcb41_.log
2025-06-01T23:34:45.5609400Z Running 1 items in this shard: test/test_model_exports_to_core_aten.py::TestQuantizePT2EModels::test_vit_aten_export
2025-06-01T23:34:45.5610141Z 
2025-06-01T23:34:45.5610511Z Running dynamo/test_trace_rules 1/1 ... [2025-06-01 23:34:45.560229]
2025-06-01T23:34:45.5611260Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:34:45.5613086Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_trace_rules.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:34:45.560676]
2025-06-01T23:34:49.2347871Z 
2025-06-01T23:34:49.2349159Z dynamo/test_trace_rules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_trace_rules_1.1_7ad5b32a471953f3_.log
2025-06-01T23:34:49.2355345Z Running 7 items in this shard: test/dynamo/test_trace_rules.py::TraceRuleTests::test_almost_impossible_missing_name, test/dynamo/test_trace_rules.py::TraceRuleTests::test_force_inline_custom_function, test/dynamo/test_trace_rules.py::TraceRuleTests::test_force_inline_torch_function, test/dynamo/test_trace_rules.py::TraceRuleTests::test_no_special_handlers_for_torch_non_c_bindings, test/dynamo/test_trace_rules.py::TraceRuleTests::test_skipfiles_inlinelist, test/dynamo/test_trace_rules.py::TraceRuleTests::test_torch_name_rule_map_updated, test/dynamo/test_trace_rules.py::TestModuleSurviveSkipFiles::test_module_survive_skip_files
2025-06-01T23:34:49.2359842Z 
2025-06-01T23:34:49.2360208Z Running inductor/test_mmdecomp 1/1 ... [2025-06-01 23:34:49.234464]
2025-06-01T23:34:49.2360946Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:34:49.2362827Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mmdecomp.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:34:49.234926]
2025-06-01T23:34:56.4156693Z 
2025-06-01T23:34:56.4158464Z inductor/test_mmdecomp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mmdecomp_1.1_6e2f89a1a189af1c_.log
2025-06-01T23:34:56.4174681Z Running 26 items in this shard: test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_bfloat16_bs_10_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_bfloat16_bs_1_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_bfloat16_bs_2_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_bfloat16_bs_4_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_10_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_1_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_2_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_4_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_bmm_batch2_last_dim_size_is_one_cuda, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_simple_mm_bfloat16_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_simple_mm_float32_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_10_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_1_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_2_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_4_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_10_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_1_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_2_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_4_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_10_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_1_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_2_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_4_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_bfloat16_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_float32_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_int32_cuda_int32
2025-06-01T23:34:56.4190824Z 
2025-06-01T23:34:56.4191184Z Running export/test_converter 1/1 ... [2025-06-01 23:34:56.415494]
2025-06-01T23:34:56.4191919Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:34:56.4194022Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_converter.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:34:56.416117]
2025-06-01T23:35:00.6654147Z 
2025-06-01T23:35:00.6654883Z test_decomp 4/11 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_4.11_c0c97071675453b5_.log
2025-06-01T23:35:00.7047477Z Running 845 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmatmul___cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___ror___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rpow___cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rpow___cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rpow___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__native_batch_norm_legit_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__segment_reduce_lengths_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__segment_reduce_lengths_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive__upsample_bilinear2d_aa_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acos_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_add_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_add_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcmul_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcmul_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_all_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_allclose_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_arange_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmax_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argwhere_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_scatter_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asin_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asin_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asinh_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asinh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atanh_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_1d_cuda_int32, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_char_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cholesky_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cholesky_inverse_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chunk_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_min_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_min_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clone_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_column_stack_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_combinations_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_combinations_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_physical_cuda_complex64, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_floor_rounding_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_floor_rounding_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_trunc_rounding_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dot_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dot_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_permuted_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_strided_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_strided_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eq_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erf_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erf_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expm1_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fill_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fill_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fill_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flip_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_divide_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmin_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmin_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_frac_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_frexp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_uint16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gather_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ge_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_geometric_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_geometric_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_geometric_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_grid_sampler_2d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gt_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gt_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_half_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_half_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_heaviside_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_heaviside_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hsplit_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hsplit_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hsplit_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_i0_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_i0_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_add_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_add_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_fill_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_put_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amax_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_mean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_mean_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isin_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isinf_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isneginf_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isneginf_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isneginf_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isreal_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kthvalue_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kthvalue_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kthvalue_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ldexp_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ldexp_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_le_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lerp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cholesky_ex_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cond_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_det_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eigvalsh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eigvalsh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eigvalsh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_inv_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_inv_ex_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_ldl_factor_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lstsq_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_factor_ex_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_rank_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_subgradients_at_zero_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_pinv_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_pinv_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_pinv_hermitian_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_qr_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_qr_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_solve_ex_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_svd_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_tensorsolve_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vander_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vander_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vander_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vector_norm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_tensor_overload_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_xor_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_xor_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logsumexp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logsumexp_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lu_unpack_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mH_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mH_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amin_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmax_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumsum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumsum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_fill_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_fill_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_log_softmax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_log_softmax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_logsumexp_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_median_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_prod_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_select_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_std_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_sum_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_var_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_var_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_matrix_exp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_matrix_exp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_pool2d_with_indices_backward_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_reduction_no_dim_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_reduction_no_dim_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_reduction_with_dim_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_median_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_median_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_median_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_binary_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_binary_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_with_dim_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_minimum_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_minimum_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mode_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_msort_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_msort_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mul_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mul_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mul_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_multinomial_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mv_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmedian_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_native_layer_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ne_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_neg_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_strided_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nextafter_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_avg_pool3d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_max_pool1d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_max_pool3d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_max_pool3d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_avg_pool2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_avg_pool3d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_avg_pool3d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_bilinear_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv1d_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv2d_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose1d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cosine_similarity_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_elu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_elu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_with_train_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_fractional_max_pool3d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_gelu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_grid_sample_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardsigmoid_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardsigmoid_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardtanh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardtanh_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hinge_embedding_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_area_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_bicubic_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_nearest-exact_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_nearest_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_l1_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_layer_norm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_local_response_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_pool1d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_mish_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_mse_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_constant_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_prelu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu6_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_rms_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_selu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_selu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_selu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_silu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softplus_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_threshold_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_unfold_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_static_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_static_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_fro_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_normal_in_place_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_like_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_outer_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_pca_lowrank_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_pca_lowrank_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_3_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_positive_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_positive_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_positive_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_pow_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_prod_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_prod_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_put_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rand_like_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randint_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randint_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randint_like_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randn_like_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_real_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_real_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_real_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reciprocal_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reciprocal_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_renorm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_as_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize__cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize_as__cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize_as__cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resolve_conj_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resolve_neg_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_roll_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_roll_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_decimals_3_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsqrt_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsub_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsub_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scalar_tensor_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scalar_tensor_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_add_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_add_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amax_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_prod_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_sum_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_sum_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_sum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sgn_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_short_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_general_cosine_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_general_hamming_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_hann_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_nuttall_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signbit_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sin_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinc_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_with_dtype_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_with_dtype_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sort_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sort_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sort_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_w_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_w_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_entr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_he_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_he_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_he_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i0e_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_log_ndtr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i0_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i0_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k0_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k0_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k1_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtr_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtri_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_square_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stack_cuda_float64, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_tanh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tensor_split_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tensordot_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_torch_ops_aten__efficient_attention_forward_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trace_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapezoid_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tril_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_true_divide_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trunc_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unflatten_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unflatten_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_uniform_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_uniform_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_consecutive_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_consecutive_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_cuda_uint32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unravel_index_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unravel_index_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_split_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vdot_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_where_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_where_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_where_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_xlogy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_xlogy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zero__cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_like_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick__softmax_backward_data_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick__softmax_backward_data_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick__upsample_bilinear2d_aa_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_addcmul_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_all_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_amax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_amin_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_amin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_arange_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_atan2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_not_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_not_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_xor_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_xor_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_block_diag_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_block_diag_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_block_diag_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_bucketize_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_bucketize_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_cat_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cat_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_cat_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_cauchy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_ceil_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_max_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_max_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_min_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_clone_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_constant_pad_nd_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_copysign_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward__unsafe_masked_index_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_addcmul_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_diag_embed_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_linalg_cross_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_nn_functional_hardshrink_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_nn_functional_hardswish_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_nn_functional_max_unpool3d_grad_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_norm_inf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_cumprod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_cumprod_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_diag_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_diag_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_diag_embed_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_scatter_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_digamma_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_digamma_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_dot_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_empty_strided_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_empty_strided_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_erfc_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_erfc_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_erfc_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_erfc_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_erfinv_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_exp2_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_exp2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_exp2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_expand_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_expand_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_expm1_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_expm1_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_exponential_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_eye_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_eye_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfftn_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfftn_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fill_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fill_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_flip_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_flip_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_floor_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fmod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_full_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_ge_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_gt_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_gt_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_hypot_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_index_fill_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_index_fill_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_isin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_isinf_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_isneginf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_item_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_lgamma_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_lgamma_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_vector_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logaddexp2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_logical_and_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logit_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_logit_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_tensor_overload_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_lt_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_lt_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_maximum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_mean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_minimum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_native_dropout_backward_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_neg_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_neg_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_strided_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_binary_cross_entropy_with_logits_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_embedding_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardshrink_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardshrink_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_leaky_relu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool3d_grad_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_rrelu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_silu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_silu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_softplus_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_norm_fro_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_renorm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_repeat_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_roll_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_roll_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_round_decimals_neg_3_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_sinc_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sinc_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_sinh_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_slice_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_slice_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_special_erfcx_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtri_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtri_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_xlog1py_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_split_list_args_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_multiple_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_std_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_unbiased_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_sum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_trace_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_trace_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_tril_indices_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_uniform_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_var_mean_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_var_unbiased_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_view_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_xlogy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_GRU_eval_mode_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_LSTM_train_mode_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_uniform_cuda, test/test_decomp.py::DecompOneOffTestsCUDA::test_sdpa_nn_functional_scaled_dot_product_attention_cuda_float16
2025-06-01T23:35:00.7296881Z 
2025-06-01T23:35:00.7297050Z Running dynamo/test_python_autograd 1/1 ... [2025-06-01 23:35:00.666398]
2025-06-01T23:35:00.7297380Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:35:00.7298187Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_python_autograd.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:35:00.666692]
2025-06-01T23:35:04.3899822Z 
2025-06-01T23:35:04.3901061Z dynamo/test_python_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_autograd_1.1_57c1aa61d8177b9a_.log
2025-06-01T23:35:04.3904635Z Running 5 items in this shard: test/dynamo/test_python_autograd.py::TestPythonAutograd::test_backwards1, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_backwards2, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_forwards1, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_forwards2, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_split
2025-06-01T23:35:04.3906837Z 
2025-06-01T23:35:04.3907123Z Running test_tensorboard 1/1 ... [2025-06-01 23:35:04.389601]
2025-06-01T23:35:04.3907665Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:35:04.3908656Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_tensorboard.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:35:04.390109]
2025-06-01T23:35:04.3909512Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading
2025-06-01T23:35:04.3909997Z Uploading artifacts took 0.00 seconds
2025-06-01T23:35:09.8047472Z 
2025-06-01T23:35:09.8048744Z export/test_converter 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_converter_1.1_2ce8bc9cf31b201d_.log
2025-06-01T23:35:09.8063962Z Running 48 items in this shard: test/export/test_converter.py::TestConverter::test_aten___getitem___dict, test/export/test_converter.py::TestConverter::test_aten___getitem___list, test/export/test_converter.py::TestConverter::test_aten___is__, test/export/test_converter.py::TestConverter::test_aten___isnot__, test/export/test_converter.py::TestConverter::test_aten___not__, test/export/test_converter.py::TestConverter::test_aten_add_t, test/export/test_converter.py::TestConverter::test_aten_append_t, test/export/test_converter.py::TestConverter::test_aten_dim, test/export/test_converter.py::TestConverter::test_aten_floordiv, test/export/test_converter.py::TestConverter::test_aten_len, test/export/test_converter.py::TestConverter::test_aten_tensor_dtype_int, test/export/test_converter.py::TestConverter::test_aten_tensor_dynamic, test/export/test_converter.py::TestConverter::test_aten_tensor_prim_dtype, test/export/test_converter.py::TestConverter::test_aten_to_dtype_with_mutating_storage, test/export/test_converter.py::TestConverter::test_context_manager, test/export/test_converter.py::TestConverter::test_convert_func_without_param, test/export/test_converter.py::TestConverter::test_convert_if_basic, test/export/test_converter.py::TestConverter::test_convert_if_duplicate_attr_names, test/export/test_converter.py::TestConverter::test_convert_if_multiple_out, test/export/test_converter.py::TestConverter::test_convert_if_tuple_out, test/export/test_converter.py::TestConverter::test_convert_nn_module_with_nested_buffer, test/export/test_converter.py::TestConverter::test_convert_nn_module_with_nested_if_and_buffer, test/export/test_converter.py::TestConverter::test_convert_nn_module_with_nested_if_and_param, test/export/test_converter.py::TestConverter::test_convert_nn_module_with_nested_param, test/export/test_converter.py::TestConverter::test_convert_retrace_nested_scripted_modules, test/export/test_converter.py::TestConverter::test_convert_script_object, test/export/test_converter.py::TestConverter::test_get_tensor_constants, test/export/test_converter.py::TestConverter::test_hidden_input_name, test/export/test_converter.py::TestConverter::test_implicit_constant_to_tensor_handling, test/export/test_converter.py::TestConverter::test_prim_SetAttr, test/export/test_converter.py::TestConverter::test_prim_device, test/export/test_converter.py::TestConverter::test_prim_device_cuda, test/export/test_converter.py::TestConverter::test_prim_dtype, test/export/test_converter.py::TestConverter::test_prim_max, test/export/test_converter.py::TestConverter::test_prim_min, test/export/test_converter.py::TestConverter::test_prim_tolist, test/export/test_converter.py::TestConverter::test_profiler__record_function, test/export/test_converter.py::TestConverter::test_raise_exception, test/export/test_converter.py::TestConverter::test_ts2ep_convert_quantized_model, test/export/test_converter.py::TestConverter::test_ts2ep_convert_quantized_model_with_opcontext, test/export/test_converter.py::TestConverter::test_ts2ep_convert_quantized_model_with_opcontext_and_constant, test/export/test_converter.py::TestConverter::test_ts2ep_converter_basic, test/export/test_converter.py::TestConverter::test_ts2ep_converter_container_output, test/export/test_converter.py::TestConverter::test_ts2ep_converter_contains, test/export/test_converter.py::TestConverter::test_ts2ep_converter_custom_op, test/export/test_converter.py::TestConverter::test_ts2ep_converter_unpack, test/export/test_converter.py::TestConverter::test_ts2ep_multi_outputs_on_call_ops, test/export/test_converter.py::TestConverter::test_ts2ep_with_loop
2025-06-01T23:35:09.8074510Z 
2025-06-01T23:35:09.8074662Z Running optim/test_swa_utils 1/1 ... [2025-06-01 23:35:09.804831]
2025-06-01T23:35:09.8074980Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:35:09.8075933Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'optim/test_swa_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:35:09.805395]
2025-06-01T23:35:13.1745523Z 
2025-06-01T23:35:13.1746973Z optim/test_swa_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/optim.test_swa_utils_1.1_061958aa02a7c6e5_.log
2025-06-01T23:35:13.1747689Z 
2025-06-01T23:35:13.1747856Z Running test_futures 1/1 ... [2025-06-01 23:35:13.174343]
2025-06-01T23:35:13.1748178Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:35:13.1749005Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_futures.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:35:13.174643]
2025-06-01T23:35:16.8609440Z 
2025-06-01T23:35:16.8613135Z test_futures 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_futures_1.1_c3f497ec5cb731fd_.log
2025-06-01T23:35:16.8617526Z Running 22 items in this shard: test/test_futures.py::TestFuture::test_add_done_callback_error_is_ignored, test/test_futures.py::TestFuture::test_add_done_callback_maintains_callback_order, test/test_futures.py::TestFuture::test_add_done_callback_no_arg_error_is_ignored, test/test_futures.py::TestFuture::test_add_done_callback_simple, test/test_futures.py::TestFuture::test_chained_then, test/test_futures.py::TestFuture::test_collect_all, test/test_futures.py::TestFuture::test_done, test/test_futures.py::TestFuture::test_done_exception, test/test_futures.py::TestFuture::test_interleaving_then_and_add_done_callback_maintains_callback_order, test/test_futures.py::TestFuture::test_interleaving_then_and_add_done_callback_propagates_error, test/test_futures.py::TestFuture::test_mark_future_twice, test/test_futures.py::TestFuture::test_pickle_future, test/test_futures.py::TestFuture::test_set_exception, test/test_futures.py::TestFuture::test_set_exception_multithreading, test/test_futures.py::TestFuture::test_then, test/test_futures.py::TestFuture::test_then_no_arg, test/test_futures.py::TestFuture::test_then_raise, test/test_futures.py::TestFuture::test_then_wrong_arg, test/test_futures.py::TestFuture::test_wait, test/test_futures.py::TestFuture::test_wait_all, test/test_futures.py::TestFuture::test_wait_multi_thread, test/test_futures.py::TestFuture::test_wait_none
2025-06-01T23:35:16.8621483Z 
2025-06-01T23:35:16.8621656Z Running nn/test_load_state_dict 1/1 ... [2025-06-01 23:35:16.860635]
2025-06-01T23:35:16.8621997Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:35:16.8622813Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_load_state_dict.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:35:16.860933]
2025-06-01T23:35:20.5806641Z 
2025-06-01T23:35:20.5807361Z nn/test_load_state_dict 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_load_state_dict_1.1_30ada2c1d946a451_.log
2025-06-01T23:35:20.5819135Z Running 27 items in this shard: test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_BC_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_BC_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_meta_swap_False_keep_vars_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_meta_swap_False_keep_vars_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_meta_swap_True_keep_vars_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_meta_swap_True_keep_vars_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_shape_stride_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_shape_stride_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_with_optimizer_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_with_optimizer_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_child_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_child_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_custom_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_custom_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_invalid_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_invalid_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_ref_cycle_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_type_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_type_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_warn_assign_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_warn_assign_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_with_unexpected_key_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_with_unexpected_key_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDictSwap::test_swap_subclass_swap_True_assign_False, test/nn/test_load_state_dict.py::TestLoadStateDictSwap::test_swap_subclass_swap_True_assign_True
2025-06-01T23:35:20.5826689Z 
2025-06-01T23:35:20.5826843Z Running test_bundled_inputs 1/1 ... [2025-06-01 23:35:20.580654]
2025-06-01T23:35:20.5827166Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:35:20.5827994Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_bundled_inputs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:35:20.581023]
2025-06-01T23:35:24.3687427Z 
2025-06-01T23:35:24.3688351Z test_bundled_inputs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_bundled_inputs_1.1_b038374e0c7d8b71_.log
2025-06-01T23:35:24.3691656Z Running 12 items in this shard: test/test_bundled_inputs.py::TestBundledInputs::test_bad_inputs, test/test_bundled_inputs.py::TestBundledInputs::test_dict_args, test/test_bundled_inputs.py::TestBundledInputs::test_double_augment_fail, test/test_bundled_inputs.py::TestBundledInputs::test_double_augment_non_mutator, test/test_bundled_inputs.py::TestBundledInputs::test_double_augment_success, test/test_bundled_inputs.py::TestBundledInputs::test_large_tensor_with_inflation, test/test_bundled_inputs.py::TestBundledInputs::test_multiple_methods_with_inputs, test/test_bundled_inputs.py::TestBundledInputs::test_multiple_methods_with_inputs_both_defined_failure, test/test_bundled_inputs.py::TestBundledInputs::test_multiple_methods_with_inputs_neither_defined_failure, test/test_bundled_inputs.py::TestBundledInputs::test_non_tensors, test/test_bundled_inputs.py::TestBundledInputs::test_rejected_tensors, test/test_bundled_inputs.py::TestBundledInputs::test_single_tensors
2025-06-01T23:35:24.3694933Z 
2025-06-01T23:35:24.3695517Z Running torch_np/numpy_tests/core/test_scalar_methods 1/1 ... [2025-06-01 23:35:24.368683]
2025-06-01T23:35:24.3695926Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:35:24.3696965Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_methods.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:35:24.368982]
2025-06-01T23:35:28.0955675Z 
2025-06-01T23:35:28.0957723Z torch_np/numpy_tests/core/test_scalar_methods 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_methods_1.1_7dd002306e1c5e32_.log
2025-06-01T23:35:28.0983761Z Running 77 items in this shard: test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_against_known_values, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype0_frac_vals0_exp_vals0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype1_frac_vals1_exp_vals1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype2_frac_vals2_exp_vals2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_B, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls4, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls5, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_non_numeric_cls0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_?, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_B, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_D, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_F, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_scalar, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_bit_count, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype4, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype5, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype6, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype7
2025-06-01T23:35:28.1004634Z 
2025-06-01T23:35:28.1004833Z Running test_linalg 1/2 ... [2025-06-01 23:35:28.095920]
2025-06-01T23:35:28.1005121Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:35:28.1005969Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_linalg.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:35:28.096486]
2025-06-01T23:39:07.2404634Z 
2025-06-01T23:39:07.2405612Z test_tensorboard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorboard_1.1_e97a6149da036aa2_.log
2025-06-01T23:39:07.2419798Z Running 50 items in this shard: test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_autograd_np, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_histogram, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_histogram_raw, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_np, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_write, test/test_tensorboard.py::TestTensorBoardUtils::test_convert_to_HWC_dtype_remains_same, test/test_tensorboard.py::TestTensorBoardUtils::test_numpy_vid_uint8, test/test_tensorboard.py::TestTensorBoardUtils::test_prepare_video, test/test_tensorboard.py::TestTensorBoardUtils::test_to_HWC, test/test_tensorboard.py::TestTensorBoardWriter::test_writer, test/test_tensorboard.py::TestTensorBoardSummaryWriter::test_pathlib, test/test_tensorboard.py::TestTensorBoardSummaryWriter::test_summary_writer_close, test/test_tensorboard.py::TestTensorBoardSummaryWriter::test_summary_writer_ctx, test/test_tensorboard.py::TestTensorBoardEmbedding::test_embedding, test/test_tensorboard.py::TestTensorBoardEmbedding::test_embedding_64, test/test_tensorboard.py::TestTensorBoardSummary::test_audio, test/test_tensorboard.py::TestTensorBoardSummary::test_custom_scalars, test/test_tensorboard.py::TestTensorBoardSummary::test_empty_input, test/test_tensorboard.py::TestTensorBoardSummary::test_float32_image, test/test_tensorboard.py::TestTensorBoardSummary::test_histogram_auto, test/test_tensorboard.py::TestTensorBoardSummary::test_histogram_doane, test/test_tensorboard.py::TestTensorBoardSummary::test_histogram_fd, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_3_channel_batched, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_boxes, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_one_channel, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_one_channel_batched, test/test_tensorboard.py::TestTensorBoardSummary::test_image_without_channel, test/test_tensorboard.py::TestTensorBoardSummary::test_list_input, test/test_tensorboard.py::TestTensorBoardSummary::test_mesh, test/test_tensorboard.py::TestTensorBoardSummary::test_scalar_new_style, test/test_tensorboard.py::TestTensorBoardSummary::test_text, test/test_tensorboard.py::TestTensorBoardSummary::test_uint8_image, test/test_tensorboard.py::TestTensorBoardSummary::test_video, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_mlp_graph, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_nested_nn_squential, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_pytorch_graph, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_pytorch_graph_dict_input, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_torchvision_smoke, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_wrong_input_size, test/test_tensorboard.py::TestTensorBoardFigure::test_figure, test/test_tensorboard.py::TestTensorBoardFigure::test_figure_list, test/test_tensorboard.py::TestTensorBoardNumpy::test_pytorch_np_expect_fail, test/test_tensorboard.py::TestTensorBoardNumpy::test_scalar, test/test_tensorboard.py::TestTensorProtoSummary::test_complex_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_empty_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_float_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_half_tensor_proto_bfloat16_proto_type_14, test/test_tensorboard.py::TestTensorProtoSummary::test_half_tensor_proto_float16_proto_type_19, test/test_tensorboard.py::TestTensorProtoSummary::test_int_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_scalar_tensor_proto
2025-06-01T23:39:07.2432962Z 
2025-06-01T23:39:07.2433369Z Running torch_np/numpy_tests/core/test_shape_base 1/1 ... [2025-06-01 23:39:07.239968]
2025-06-01T23:39:07.2434174Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:39:07.2435762Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_shape_base.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:39:07.240595]
2025-06-01T23:39:11.0648646Z 
2025-06-01T23:39:11.0649774Z torch_np/numpy_tests/core/test_shape_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_shape_base_1.1_884a58b516c3e639_.log
2025-06-01T23:39:11.0682459Z Running 119 items in this shard: test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast1d::test_0D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast1d::test_1D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast1d::test_2D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast1d::test_3D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast1d::test_r1array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast2d::test_0D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast2d::test_1D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast2d::test_2D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast2d::test_3D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast2d::test_r2array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast3d::test_0D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast3d::test_1D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast3d::test_2D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast3d::test_3D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_0D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_1D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_2D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_casting_and_dtype, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_casting_and_dtype_type_error, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_empty_input, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_generator, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_non_iterable, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_0D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_1D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_2D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_2D_array2, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_casting_and_dtype, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_casting_and_dtype_type_error, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_empty_input, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_generator, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_non_iterable, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_bad_out_shape, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_concatenate, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_concatenate_axis_None, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_exceptions, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_large_concatenate_axis_None, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_operator_concat, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_c8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_c8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_c8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_c8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_c8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f4_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f4_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f4_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f4_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f4_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_i8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_i8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_i8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_i8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_i8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_c8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_c8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_c8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_c8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_c8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f4_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f4_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f4_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f4_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f4_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_i8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_i8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_i8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_i8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_i8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_simple, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_returns_copy, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_c8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_c8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_c8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_c8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_c8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f4_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f4_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f4_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f4_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f4_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_i8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_i8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_i8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_i8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_i8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_3d, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_complicated, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_memory_order, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_mixed_1d_and_2d, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_simple_column_wise, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_simple_row_wise, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_total_size_estimate, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_with_1d_arrays_column_wise, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_with_1d_arrays_multiple_rows, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_with_1d_arrays_row_wise, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_with_mismatched_shape, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_different_ndims, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_different_ndims_depths, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_empty_lists, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_invalid_nesting, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_nested, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_no_lists, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_returns_copy, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_tuple
2025-06-01T23:39:11.0714383Z 
2025-06-01T23:39:11.0714550Z Running dynamo/test_ctx_manager 1/1 ... [2025-06-01 23:39:11.065064]
2025-06-01T23:39:11.0714866Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:39:11.0715640Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_ctx_manager.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:39:11.065635]
2025-06-01T23:39:19.0483343Z 
2025-06-01T23:39:19.0484435Z dynamo/test_ctx_manager 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_ctx_manager_1.1_c0afe15471dc9d49_.log
2025-06-01T23:39:19.0542187Z Running 98 items in this shard: test/dynamo/test_ctx_manager.py::CtxManagerTests::test_autocast, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_autocast_arguments_binding, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_autocast_cpu, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_autocast_cpu_graph_break, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_autocast_cpu_graph_break_2, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_autocast_cpu_graph_break_inner_fn, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_autocast_decorator, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_autocast_device, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_autocast_float64, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_autocast_graph_break_method, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_autocast_sdpa, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_autograd_profiler, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_autograd_profiler_enabled, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_context_wrapping_grad_mode_decorator, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_context_wrapping_grad_mode_nested_function_decorator, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_context_wrapping_set_grad_enabled_nested_function, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_cuda_amp_autocast, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_cuda_device, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_cuda_event_across_graph_break, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_cuda_event_created_outside_of_graph, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_cuda_event_method, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_cuda_event_method_create_stream_outside_of_compile, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_cuda_event_reconstruct, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_cuda_stream_across_graph_break, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_cuda_stream_compared_with_constant, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_cuda_stream_compared_with_stream, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_cuda_stream_context_manager1, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_cuda_stream_context_manager2, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_cuda_stream_method, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_disable_saved_tensors_hooks, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_disable_saved_tensors_hooks_graph_break, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_disable_saved_tensors_hooks_prev_disabled, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_disable_saved_tensors_hooks_prev_disabled_nested, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_generic_context_manager_CustomizedCtxManager, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_generic_context_manager_customized_ctx_manager, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_generic_context_manager_with_graph_break_CustomizedCtxManager, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_generic_context_manager_with_graph_break_customized_ctx_manager, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_generic_ctx_manager_with_graph_break_CustomizedCtxManagerWithGraphBreak, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_generic_ctx_manager_with_graph_break_customized_ctx_manager_with_graph_break, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_grad_mode_guard, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_graph_break_inlining_autocast, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_graph_break_inlining_grad, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_inactive_context_graph_break_local, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_inactive_context_graph_break_local_nullctx, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_inactive_context_graph_break_local_nullctx2, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_inactive_context_graph_break_stack, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_inactive_context_graph_break_stack2, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_is_autocast_cpu_enabled, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_nested_generic_context_manager_CustomizedCtxManager, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_nested_generic_context_manager_customized_ctx_manager, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_nested_generic_context_manager_with_graph_break_CustomizedCtxManager, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_nested_generic_context_manager_with_graph_break_customized_ctx_manager, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_nested_grad_mode_graph_break, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_no_grad, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_return_context_manager, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_return_context_manager_with_graph_break, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_sdpa_kernel_ctx_manager1, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_sdpa_kernel_ctx_manager2, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_sdpa_kernel_ctx_manager3, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_torch_profiler, test/dynamo/test_ctx_manager.py::CtxManagerTests::test_torch_profiler_use_after_with_block, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_WITH_EXCEPT_START, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_advanced_contextmanager_as_argument, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_advanced_contextmanager_as_argument_error, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_change_parent_0, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_change_parent_1, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_change_parent_global_0, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_change_parent_global_1, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_change_parent_nonlocal_0, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_change_parent_nonlocal_1, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_contextlib_nullcontext, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_contextlib_suppress_name_stderr, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_contextlib_suppress_name_stdout, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_contextlib_suppress_name_suppress, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_contextmanager_as_argument, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_contextmanager_as_argument_only___enter__, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_contextmanager_as_argument_only___exit__, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_ctx_basic0, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_ctx_basic1, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_disable___enter__, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_disable___exit__, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_disable_ctx_manager, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_disable_trace_contextmanager, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_dynamo_disable_ctx, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_globals_change_in_other_file, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_graph_break_after___enter__, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_graph_break_and_disable___enter__, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_graph_break_before___enter__, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_graph_break_before___enter___and_disable___exit__, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_graph_break_before_and_after___enter__, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_graph_break_in_finally, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_graph_break_inside___enter__, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_graph_break_inside_ctx, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_graph_break_inside_ctx_1, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_graph_break_inside_ctx_2, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_graph_break_inside_ctx_with_side_effects, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_return_advanced_contextmanager, test/dynamo/test_ctx_manager.py::ContextlibContextManagerTests::test_return_new_contextmanager
2025-06-01T23:39:19.0605979Z 
2025-06-01T23:39:19.0606346Z Running test_functional_optim 1/1 ... [2025-06-01 23:39:19.048236]
2025-06-01T23:39:19.0607075Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:39:19.0608945Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functional_optim.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:39:19.048897]
2025-06-01T23:39:22.8716795Z 
2025-06-01T23:39:22.8718164Z test_functional_optim 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functional_optim_1.1_e33857ddad4889f1_.log
2025-06-01T23:39:22.8722738Z Running 4 items in this shard: test/test_functional_optim.py::TestFunctionalOptimParity::test_functional_optim_parity_adam, test/test_functional_optim.py::TestFunctionalOptimParity::test_functional_optim_parity_adam_w, test/test_functional_optim.py::TestFunctionalOptimParity::test_functional_optim_parity_sgd, test/test_functional_optim.py::TestFunctionalOptimParity::test_functional_optim_registration
2025-06-01T23:39:22.8725228Z 
2025-06-01T23:39:22.8725450Z Running torch_np/numpy_tests/lib/test_twodim_base 1/1 ... [2025-06-01 23:39:22.871450]
2025-06-01T23:39:22.8725804Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:39:22.8726760Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_twodim_base.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:39:22.871814]
2025-06-01T23:39:26.5434992Z 
2025-06-01T23:39:26.5436645Z torch_np/numpy_tests/lib/test_twodim_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_twodim_base_1.1_1f87790642d0e26a_.log
2025-06-01T23:39:26.5449751Z Running 34 items in this shard: test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_2d, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_bool, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_diag, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_diag2d, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_eye_bounds, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_order, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_diag_bounds, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_failure, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_fortran_order, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_matrix, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_vector, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestFliplr::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestFlipud::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_all_outliers, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_asym, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_bad_length_x_len_10_y_len_11, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_bad_length_x_len_20_y_len_19, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_binparameter_combination, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_density, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_empty, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_simple, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_dtype, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_mask_indices, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_indices, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_dtype, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_ndim2, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_ndim3, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_with_inf, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTriuIndices::test_triu_indices, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTrilIndicesFrom::test_exceptions, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTriuIndicesFrom::test_exceptions, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestVander::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestVander::test_dtypes
2025-06-01T23:39:26.5459263Z 
2025-06-01T23:39:26.5459432Z Running test_schema_check 1/1 ... [2025-06-01 23:39:26.543145]
2025-06-01T23:39:26.5459795Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:39:26.5461361Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_schema_check.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:39:26.543464]
2025-06-01T23:39:43.1971698Z 
2025-06-01T23:39:43.1973028Z test_schema_check 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_schema_check_1.1_7373e96545a7be2e_.log
2025-06-01T23:39:43.4242589Z Running 5978 items in this shard: test/test_schema_check.py::TestSchemaCheck::test_alias_check_fail_custom_ops_output_is_input, test/test_schema_check.py::TestSchemaCheck::test_alias_check_fail_custom_ops_secretly_aliasing, test/test_schema_check.py::TestSchemaCheck::test_alias_check_fail_custom_ops_secretly_mutating, test/test_schema_check.py::TestSchemaCheck::test_alias_check_fail_multiple_operators, test/test_schema_check.py::TestSchemaCheck::test_alias_check_fail_multiple_operators_centered, test/test_schema_check.py::TestSchemaCheck::test_alias_check_fail_outputs_unexpectedly_aliasing, test/test_schema_check.py::TestSchemaCheck::test_alias_check_fail_simple, test/test_schema_check.py::TestSchemaCheck::test_is_alias_of_basic, test/test_schema_check.py::TestSchemaCheck::test_is_alias_of_empty_container, test/test_schema_check.py::TestSchemaCheck::test_mutation_check_fail, test/test_schema_check.py::TestSchemaCheck::test_mutation_check_fail_multiple_operators, test/test_schema_check.py::TestSchemaCheck::test_overlaps_basic, test/test_schema_check.py::TestSchemaCheck::test_overlaps_empty_container, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_empty_list_input, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_aliasing_inputs, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_default_replaced, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_device_input, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_kwarg_tensor, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_list_input, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_mutable_inputs, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_nested_training_op, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_training_op, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_wildcard_after, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_with_multiple_outputs, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_with_multiple_outputs_aliasing, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_mutated_aliasing_aliasing_inputs, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_mutated_aliasing_aliasing_outputs, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_mutated_aliasing_as_strided, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_mutated_aliasing_multiple_outputs, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_mutated_aliasing_mutation, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_mutated_aliasing_none, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_mutated_aliasing_resize_, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_operator_order, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_operator_order_without_grad, test/test_schema_check.py::TestSchemaCheck::test_schema_info_bind_basic, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_H_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_H_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_H_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_H_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_H_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_H_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_H_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_H_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_H_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_H_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_H_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_H_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_H_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_T_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_T_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_T_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_T_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_T_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_T_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_T_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_T_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_T_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_T_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_T_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_T_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_T_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___getitem___cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___getitem___cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___getitem___cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___getitem___cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___getitem___cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___getitem___cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___getitem___cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___getitem___cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___getitem___cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___getitem___cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___getitem___cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___getitem___cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___getitem___cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___radd___cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___radd___cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___radd___cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___radd___cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___radd___cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___radd___cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___radd___cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___radd___cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___radd___cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___radd___cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___radd___cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___radd___cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rand___cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rand___cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rand___cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rand___cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rand___cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rand___cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rdiv___cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rdiv___cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rdiv___cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rdiv___cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rdiv___cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rdiv___cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rdiv___cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rdiv___cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rdiv___cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rdiv___cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rdiv___cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rdiv___cuda_uint8, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rmod___cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rmod___cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rmod___cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rmod___cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rmod___cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rmod___cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rmul___cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rmul___cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness___rmul___cuda_complex128, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_alias_copy_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_alias_copy_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_alias_copy_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_alias_copy_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_alias_copy_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_alias_copy_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_alias_copy_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_alias_copy_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_alias_copy_cuda_int64, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_aminmax_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_aminmax_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_aminmax_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_aminmax_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_angle_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_angle_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_angle_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_angle_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_angle_cuda_float32, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argmin_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argmin_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argmin_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argmin_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argmin_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argmin_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argmin_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argmin_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argsort_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argsort_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argsort_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argsort_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argsort_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argsort_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argsort_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argsort_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argsort_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argsort_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argwhere_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argwhere_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argwhere_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argwhere_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argwhere_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argwhere_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argwhere_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argwhere_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argwhere_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argwhere_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argwhere_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_argwhere_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_copy_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_copy_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_copy_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_copy_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_copy_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_copy_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_copy_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_copy_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_copy_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_copy_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_copy_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_copy_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_copy_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_partial_views_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_partial_views_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_partial_views_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_partial_views_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_partial_views_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_partial_views_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_partial_views_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_partial_views_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_partial_views_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_partial_views_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_partial_views_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_partial_views_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_partial_views_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_scatter_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_scatter_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_scatter_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_scatter_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_scatter_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_scatter_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_scatter_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_scatter_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_as_strided_scatter_cuda_int16, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cholesky_inverse_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cholesky_inverse_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cholesky_solve_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cholesky_solve_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cholesky_solve_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cholesky_solve_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_chunk_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_chunk_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_chunk_cuda_complex128, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_max_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_max_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_max_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_max_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_max_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_max_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_max_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_max_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_max_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_max_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_min_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_min_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_min_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_min_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_min_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_min_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_min_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_min_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_min_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clamp_min_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clone_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clone_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clone_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clone_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clone_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_clone_cuda_float16, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_div_trunc_rounding_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dot_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dot_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dot_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dot_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dot_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dot_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_double_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_double_cuda_bool, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dsplit_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dsplit_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dsplit_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dsplit_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dsplit_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dsplit_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dstack_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dstack_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dstack_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dstack_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dstack_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dstack_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dstack_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dstack_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dstack_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dstack_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dstack_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dstack_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_dstack_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_einsum_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_einsum_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_einsum_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_einsum_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_einsum_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_einsum_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_empty_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_empty_cuda_bool, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_index_reduce_amax_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_index_reduce_amax_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_index_reduce_amax_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_index_reduce_amax_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_index_reduce_amax_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_index_reduce_amax_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_index_reduce_amin_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_index_reduce_amin_cuda_float16, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log2_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log2_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log2_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log2_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log2_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log2_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log2_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log2_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log2_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_normal_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_normal_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_normal_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_normal_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_softmax_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_softmax_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_softmax_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_softmax_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_softmax_with_dtype_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_softmax_with_dtype_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_softmax_with_dtype_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_softmax_with_dtype_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_softmax_with_dtype_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_softmax_with_dtype_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_log_softmax_with_dtype_cuda_float32, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_max_reduction_with_dim_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_maximum_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_maximum_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_maximum_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_maximum_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_maximum_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_maximum_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_maximum_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_maximum_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_maximum_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_maximum_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mean_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mean_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mean_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mean_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mean_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mean_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_median_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_median_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_median_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_median_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_median_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_median_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_median_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_median_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_median_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_with_dim_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_with_dim_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_with_dim_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_with_dim_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_with_dim_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_with_dim_cuda_int16, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mm_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mm_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_multinomial_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_multinomial_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_multinomial_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_multinomial_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mv_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mv_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mv_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mv_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mv_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mv_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nan_to_num_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nan_to_num_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nan_to_num_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nan_to_num_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nan_to_num_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nan_to_num_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nan_to_num_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nan_to_num_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nan_to_num_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nan_to_num_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmean_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmean_cuda_complex128, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmedian_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmedian_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmedian_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmedian_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmedian_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanquantile_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanquantile_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nansum_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nansum_cuda_bool, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nansum_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nansum_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_float32, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_full_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_full_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_full_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_full_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_full_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_full_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_full_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_full_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_full_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_full_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_full_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_full_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_full_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_ones_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_ones_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_ones_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_ones_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_ones_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_ones_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_ones_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_ones_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_ones_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_ones_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_ones_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_ones_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_ones_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_zeros_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_zeros_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_zeros_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_zeros_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_zeros_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_zeros_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_zeros_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_zeros_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_zeros_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_zeros_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_zeros_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_zeros_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_zeros_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nextafter_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nextafter_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nextafter_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nextafter_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_adaptive_avg_pool1d_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_adaptive_avg_pool1d_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_adaptive_avg_pool1d_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_adaptive_avg_pool2d_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_adaptive_avg_pool2d_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_adaptive_avg_pool2d_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_adaptive_avg_pool3d_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_adaptive_avg_pool3d_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_adaptive_avg_pool3d_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_adaptive_max_pool1d_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_adaptive_max_pool1d_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_adaptive_max_pool1d_cuda_float64, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_adaptive_max_pool3d_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_alpha_dropout_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_alpha_dropout_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_alpha_dropout_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_alpha_dropout_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_avg_pool1d_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_avg_pool1d_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_avg_pool1d_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_avg_pool1d_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_avg_pool2d_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_avg_pool2d_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_avg_pool2d_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_avg_pool2d_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_avg_pool3d_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_avg_pool3d_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nn_functional_avg_pool3d_cuda_float32, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_randn_like_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_randn_like_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_randn_like_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_randn_like_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_randn_like_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_randn_like_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_randn_like_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ravel_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ravel_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ravel_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ravel_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ravel_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ravel_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ravel_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ravel_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ravel_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ravel_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ravel_cuda_int64, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_real_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_real_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_real_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_real_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_real_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_real_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_reciprocal_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_reciprocal_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_reciprocal_cuda_complex128, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_signal_windows_general_hamming_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_signal_windows_hamming_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_signal_windows_hamming_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_signal_windows_hann_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_signal_windows_hann_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_signal_windows_kaiser_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_signal_windows_kaiser_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_signal_windows_nuttall_cuda_float32, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_signbit_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_signbit_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sin_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sin_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sin_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sin_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sin_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sin_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sin_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sin_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sin_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sin_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sin_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sin_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sin_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sinc_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sinc_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sinc_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sinc_cuda_complex64, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_svd_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_svd_lowrank_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_svd_lowrank_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_svd_lowrank_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_svd_lowrank_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_copy_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_copy_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_copy_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_copy_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_copy_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_copy_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_copy_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_copy_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_copy_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_copy_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_copy_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_copy_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_t_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_along_dim_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_along_dim_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_along_dim_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_along_dim_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_along_dim_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_along_dim_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_along_dim_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_along_dim_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_along_dim_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_along_dim_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_along_dim_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_along_dim_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_take_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tan_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tan_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tan_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tan_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tan_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tan_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tan_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tan_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tan_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tan_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tan_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tan_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tan_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tanh_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tanh_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tanh_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tanh_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tanh_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tanh_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tanh_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tanh_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tanh_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tanh_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tanh_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tanh_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tanh_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensor_split_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensor_split_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensor_split_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensor_split_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensor_split_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensor_split_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensor_split_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensor_split_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensor_split_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensor_split_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensor_split_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensor_split_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensordot_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensordot_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensordot_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensordot_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensordot_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tensordot_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tile_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tile_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tile_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tile_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tile_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tile_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tile_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tile_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tile_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tile_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tile_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tile_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_sparse_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_sparse_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_sparse_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_sparse_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_sparse_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_sparse_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_sparse_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_sparse_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_sparse_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_sparse_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_sparse_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_to_sparse_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_topk_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_topk_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_topk_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_topk_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_topk_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_topk_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_topk_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_topk_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_topk_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch__scaled_mm_cuda_float8_e4m3fn, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__efficient_attention_forward_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__efficient_attention_forward_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__flash_attention_forward_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__flash_attention_forward_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_uint8, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapezoid_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapezoid_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_int16, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_cuda_uint16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_cuda_uint32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_cuda_uint64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unravel_index_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unravel_index_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unravel_index_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unravel_index_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unravel_index_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsafe_chunk_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsafe_chunk_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsafe_chunk_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsafe_chunk_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsafe_chunk_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsafe_chunk_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsafe_chunk_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsafe_chunk_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsafe_chunk_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsafe_chunk_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsafe_chunk_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsafe_chunk_cuda_int8, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsafe_split_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsafe_split_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsafe_split_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsafe_split_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsafe_split_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsqueeze_copy_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsqueeze_copy_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsqueeze_copy_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unsqueeze_copy_cuda_complex32, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_xlogy_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_xlogy_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_xlogy_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_xlogy_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_xlogy_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_xlogy_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_xlogy_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_xlogy_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_xlogy_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_xlogy_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_int16, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_uint8
2025-06-01T23:39:43.6022105Z 
2025-06-01T23:39:43.6022314Z Running torch_np/numpy_tests/lib/test_arraysetops 1/1 ... [2025-06-01 23:39:43.211345]
2025-06-01T23:39:43.6022669Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:39:43.6023497Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraysetops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:39:43.211963]
2025-06-01T23:39:46.8854381Z 
2025-06-01T23:39:46.8856028Z torch_np/numpy_tests/lib/test_arraysetops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraysetops_1.1_9fd3bd44f73291ef_.log
2025-06-01T23:39:46.8885664Z Running 62 items in this shard: test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary0_prepend0_append_nan_expected_to_end, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary1_prepend1_append1_expected_to_begin, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary2_prepend_nan_append_nan_expected_to_begin, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary0_prepend_65536_append_65540_expected0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary1_prepend1_append1_expected1, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary2_prepend_0_append_0_expected2, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary3_prepend_3_append_-9_expected3, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_both_arrays_are_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_both_arrays_have_structured_dtype, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_char_array, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_errors, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_first_array_is_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_hit_alternate_algorithm, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_second_array_is_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_table_timedelta_fails, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_timedelta_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_timedelta_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_with_arrays_containing_tuples, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d_array_like, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d_indices, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_manyways, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d_char_array, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d_unique, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setxor1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_union1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_2, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_with_axis_axis_-1, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_with_axis_axis_0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_errors, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_list, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_zeros, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_nanequals, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_sort_order_with_axis
2025-06-01T23:39:46.8913405Z 
2025-06-01T23:39:46.8913969Z Running dynamo/test_input_attr_tracking 1/1 ... [2025-06-01 23:39:46.885321]
2025-06-01T23:39:46.8914877Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:39:46.8916775Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_input_attr_tracking.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:39:46.885701]
2025-06-01T23:39:50.5592860Z 
2025-06-01T23:39:50.5594166Z dynamo/test_input_attr_tracking 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_input_attr_tracking_1.1_12cf6b82d6c32b14_.log
2025-06-01T23:39:50.5603520Z Running 12 items in this shard: test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_complex_attr_access_with_graph_breaks, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_complex_attr_access_with_inline_reconstruct, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_complex_attr_access_without_graph_breaks, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_const_property_assigned_on_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_const_property_on_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_guards_correctly_property_assigned_on_tensor_type_change, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_guards_correctly_property_assigned_on_tensor_type_change_inductor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_set_data_on_input_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_set_data_on_scoped_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_set_data_on_user_defined_class_input_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_tensor_property_assigned_on_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_tensor_property_on_tensor
2025-06-01T23:39:50.5608327Z 
2025-06-01T23:39:50.5608512Z Running dynamo/test_hooks 1/1 ... [2025-06-01 23:39:50.559295]
2025-06-01T23:39:50.5608879Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:39:50.5609840Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_hooks.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:39:50.559962]
2025-06-01T23:39:54.4347202Z 
2025-06-01T23:39:54.4348417Z dynamo/test_hooks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_hooks_1.1_eb6adc3317b3305e_.log
2025-06-01T23:39:54.4363924Z Running 34 items in this shard: test/dynamo/test_hooks.py::HooksTests::test_complex_state_mutation_in_intermediary_hooks_same_on_inductor, test/dynamo/test_hooks.py::HooksTests::test_complex_state_mutation_in_intermediary_hooks_same_on_inductor_with_graph_break, test/dynamo/test_hooks.py::HooksTests::test_functools_arg_vary, test/dynamo/test_hooks.py::HooksTests::test_global_module_forward_pre_hook, test/dynamo/test_hooks.py::HooksTests::test_hook_with_closure, test/dynamo/test_hooks.py::HooksTests::test_hook_with_nested_closure, test/dynamo/test_hooks.py::HooksTests::test_input_hooks_same, test/dynamo/test_hooks.py::HooksTests::test_intermediary_hooks, test/dynamo/test_hooks.py::HooksTests::test_intermediary_hooks_same_on_aot_eager, test/dynamo/test_hooks.py::HooksTests::test_intermediary_hooks_same_on_inductor, test/dynamo/test_hooks.py::HooksTests::test_intermediate_hook_with_closure_aot, test/dynamo/test_hooks.py::HooksTests::test_intermediate_hook_with_closure_eager, test/dynamo/test_hooks.py::HooksTests::test_nnmodule_hook_guards, test/dynamo/test_hooks.py::HooksTests::test_no_recompile_on_hook_identity_change, test/dynamo/test_hooks.py::HooksTests::test_no_recompile_on_same_hook, test/dynamo/test_hooks.py::HooksTests::test_post_acc_grad_hook, test/dynamo/test_hooks.py::HooksTests::test_recompile, test/dynamo/test_hooks.py::HooksTests::test_register_hook_partial_guarding, test/dynamo/test_hooks.py::HooksTests::test_removed_handle_return, test/dynamo/test_hooks.py::HooksTests::test_tensor_only_register_hook_in_graph_lambda, test/dynamo/test_hooks.py::HooksTests::test_tensor_only_register_hook_in_graph_local, test/dynamo/test_hooks.py::HooksTests::test_tensor_only_register_hook_in_graph_local_inner, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_global_hook, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_global_hooks_handles_in_list, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_in_graph_break_handle_lambda, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_in_graph_break_handle_local, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_in_graph_lambda, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_in_graph_local, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_multi_handle_return, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_repeated_handle_not_local, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_repeated_handle_return, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_multiple_hooks, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_multiple_hooks_handles_in_list, test/dynamo/test_hooks.py::HooksTests::test_wrap_top_frame_with_hooks
2025-06-01T23:39:54.4375463Z 
2025-06-01T23:39:54.4375653Z Running test_scatter_gather_ops 1/1 ... [2025-06-01 23:39:54.434169]
2025-06-01T23:39:54.4376038Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:39:54.4377005Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_scatter_gather_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:39:54.434741]
2025-06-01T23:39:58.4091702Z 
2025-06-01T23:39:58.4092563Z test_scatter_gather_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_scatter_gather_ops_1.1_5ba67ed0905340f1_.log
2025-06-01T23:39:58.4117108Z Running 75 items in this shard: test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_backward_with_empty_index_tensor_sparse_grad_False_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_backward_with_empty_index_tensor_sparse_grad_False_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_backward_with_empty_index_tensor_sparse_grad_True_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_backward_with_empty_index_tensor_sparse_grad_True_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_bool_cuda_bool, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_expanded_index_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_expanded_index_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_expanded_index_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_large_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_large_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__reductions_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__reductions_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__scalar_cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__scalar_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__scalar_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add__cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add__cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add__cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add_mult_index_base_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_expanded_index_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_expanded_index_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_expanded_index_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_expanded_index_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_complex128, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_uint8
2025-06-01T23:39:58.4148265Z 
2025-06-01T23:39:58.4148608Z Running test_dataloader 1/1 ... [2025-06-01 23:39:58.409295]
2025-06-01T23:39:58.4149316Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:39:58.4151148Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dataloader.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:39:58.409709]
2025-06-01T23:41:05.5006299Z 
2025-06-01T23:41:05.5011043Z test_linalg 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_linalg_1.2_d3b5d122e3a3e091_.log
2025-06-01T23:41:05.5301342Z Running 628 items in this shard: test/test_linalg.py::TestLinalgCUDA::test__dyn_quant_matmul_4bit_m_1_k_64_n_11008_cuda, test/test_linalg.py::TestLinalgCUDA::test__dyn_quant_matmul_4bit_m_32_k_128_n_4096_cuda, test/test_linalg.py::TestLinalgCUDA::test__dyn_quant_matmul_4bit_m_32_k_64_n_4096_cuda, test/test_linalg.py::TestLinalgCUDA::test__dyn_quant_pack_4bit_weight_k_256_n_128_cuda, test/test_linalg.py::TestLinalgCUDA::test__dyn_quant_pack_4bit_weight_k_256_n_48_cuda, test/test_linalg.py::TestLinalgCUDA::test__dyn_quant_pack_4bit_weight_k_64_n_128_cuda, test/test_linalg.py::TestLinalgCUDA::test__dyn_quant_pack_4bit_weight_k_64_n_32_cuda, test/test_linalg.py::TestLinalgCUDA::test__dyn_quant_pack_4bit_weight_k_64_n_48_cuda, test/test_linalg.py::TestLinalgCUDA::test__dyn_quant_pack_4bit_weight_k_64_n_64_cuda, test/test_linalg.py::TestLinalgCUDA::test__int4_mm_m_32_k_32_n_48_cuda, test/test_linalg.py::TestLinalgCUDA::test__int4_mm_m_32_k_64_n_48_cuda, 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test/test_linalg.py::TestLinalgCUDA::test_vector_norm_dim_tuple_arg_cuda, test/test_linalg.py::TestLinalgCUDA::test_vector_norm_extreme_values_cuda, test/test_linalg.py::TestLinalgCUDA::test_vector_norm_reduce_over_1D_vector_cuda_complex128, test/test_linalg.py::TestLinalgCUDA::test_vector_norm_reduce_over_1D_vector_cuda_complex64, test/test_linalg.py::TestLinalgCUDA::test_vector_norm_reduce_over_1D_vector_cuda_float64
2025-06-01T23:41:05.5521872Z 
2025-06-01T23:41:05.5522046Z Running torch_np/test_ndarray_methods 1/1 ... [2025-06-01 23:41:05.502484]
2025-06-01T23:41:05.5522394Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:41:05.5523223Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_ndarray_methods.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:41:05.503113]
2025-06-01T23:41:09.6277694Z 
2025-06-01T23:41:09.6279747Z torch_np/test_ndarray_methods 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_ndarray_methods_1.1_8c918922e339b246_.log
2025-06-01T23:41:09.6490223Z Running 342 items in this shard: test/torch_np/test_ndarray_methods.py::TestIndexing::test_indexing_simple, test/torch_np/test_ndarray_methods.py::TestIndexing::test_setitem, test/torch_np/test_ndarray_methods.py::TestReshape::test_reshape_function, test/torch_np/test_ndarray_methods.py::TestReshape::test_reshape_method, test/torch_np/test_ndarray_methods.py::TestTranspose::test_transpose_function, test/torch_np/test_ndarray_methods.py::TestTranspose::test_transpose_method, test/torch_np/test_ndarray_methods.py::TestRavel::test_ravel_function, test/torch_np/test_ndarray_methods.py::TestRavel::test_ravel_method, test/torch_np/test_ndarray_methods.py::TestNonzero::test_array_method, test/torch_np/test_ndarray_methods.py::TestNonzero::test_nonzero_onedim, test/torch_np/test_ndarray_methods.py::TestNonzero::test_nonzero_trivial, test/torch_np/test_ndarray_methods.py::TestNonzero::test_nonzero_twodim, test/torch_np/test_ndarray_methods.py::TestNonzero::test_sparse, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_all_method_max, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_all_method_min, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size0_axis0_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size0_axis0_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size10_axis_-1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size10_axis_-1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size11_axis_0_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size11_axis_0_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size12_axis_1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size12_axis_1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size13_axis13_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size13_axis13_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size14_axis_-2_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size14_axis_-2_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size15_axis_-1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size15_axis_-1_method1, 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test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data46, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data47, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data48, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data49, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data5, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data50, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data51, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data52, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data53, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data54, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data55, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data56, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data57, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data58, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data59, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data6, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data60, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data61, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data62, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data63, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data64, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data65, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data66, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data67, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data68, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data69, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data7, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data70, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data71, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data72, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data73, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data8, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data9, test/torch_np/test_ndarray_methods.py::TestArgmax::test_maximum_signed_integers, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data0, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data1, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data10, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data11, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data12, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data13, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data14, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data15, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data16, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data17, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data18, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data19, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data2, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data20, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data21, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data22, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data23, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data24, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data25, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data26, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data27, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data28, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data29, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data3, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data30, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data31, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data32, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data33, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data34, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data35, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data36, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data37, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data38, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data39, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data4, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data40, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data41, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data42, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data43, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data44, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data45, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data46, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data47, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data48, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data49, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data5, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data50, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data51, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data52, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data53, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data54, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data55, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data56, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data57, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data58, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data59, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data6, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data60, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data61, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data62, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data63, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data64, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data65, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data66, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data67, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data68, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data69, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data7, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data70, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data71, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data72, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data73, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data8, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data9, test/torch_np/test_ndarray_methods.py::TestArgmin::test_minimum_signed_integers, test/torch_np/test_ndarray_methods.py::TestAmax::test_basic, test/torch_np/test_ndarray_methods.py::TestAmin::test_basic, test/torch_np/test_ndarray_methods.py::TestContains::test_contains, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_fn, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_ivar, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_method, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_name, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_plain, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_rvar, test/torch_np/test_ndarray_methods.py::TestIter::test_iter_1d, test/torch_np/test_ndarray_methods.py::TestIter::test_iter_2d
2025-06-01T23:41:09.6698875Z 
2025-06-01T23:41:09.6699357Z Running nn/test_module_hooks 1/1 ... [2025-06-01 23:41:09.628701]
2025-06-01T23:41:09.6700086Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:41:09.6701935Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_module_hooks.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:41:09.629070]
2025-06-01T23:41:13.3028558Z 
2025-06-01T23:41:13.3030048Z nn/test_module_hooks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_module_hooks_1.1_f3590a6d6ad526e5_.log
2025-06-01T23:41:13.3051985Z Running 53 items in this shard: test/nn/test_module_hooks.py::TestModuleHooks::test_always_called_forward_hooks, test/nn/test_module_hooks.py::TestModuleHooks::test_bw_hook_warning_for_non_tensor_or_tuple, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_pre_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_pre_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_pre_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_pre_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_kwarg_hooks, test/nn/test_module_hooks.py::TestModuleHooks::test_mixed_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_mixed_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_remove_kwarg_hooks, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_module_pre_hook_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_module_pre_hook_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_backward_compatibility_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_backward_compatibility_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_pre_hook_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_pre_hook_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_no_extra_ref_to_module, test/nn/test_module_hooks.py::TestStateDictHooks::test_pickled_hook, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_post_hook_private_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_post_hook_private_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_pre_hook, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_pre_hook_backward_compat, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_pre_hook_lazy_module, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_global_and_local_hooks_order, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_backward_global_hook_writeable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_forward_forward_hook_removable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_forward_preforward_hook_removable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_forward_preforward_hook_writeable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_hook_invalid_outputs, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_hooks, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_hooks_with_kwargs, test/nn/test_module_hooks.py::TestModuleHookNN::test_backward_hooks_interaction, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_backward_size, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_backward_writeable, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_buffer_registration, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_cpp, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_extra_input, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_forward_preforward_writable, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_inplace, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_invalid_outputs, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_last_arg_requires_grad, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_no_requires_grad, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_non_full_warning, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_parameter_registration, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_requires_grad, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_submodule_registration, test/nn/test_module_hooks.py::TestModuleHookNN::test_hooks
2025-06-01T23:41:13.3076468Z 
2025-06-01T23:41:13.3108018Z Running dynamo/test_generator 1/1 ... [2025-06-01 23:41:13.302877]
2025-06-01T23:41:13.3108474Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:41:13.3109449Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_generator.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:41:13.303418]
2025-06-01T23:41:17.2276460Z 
2025-06-01T23:41:17.2278224Z dynamo/test_generator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_generator_1.1_e02a32348bbabffe_.log
2025-06-01T23:41:17.2319944Z Running 73 items in this shard: test/dynamo/test_generator.py::GeneratorTests::test_cleanup_throw, test/dynamo/test_generator.py::GeneratorTests::test_deque_extendleft, test/dynamo/test_generator.py::GeneratorTests::test_dict_tuple_list_generator_container0, test/dynamo/test_generator.py::GeneratorTests::test_dict_tuple_list_generator_container1, test/dynamo/test_generator.py::GeneratorTests::test_dict_tuple_list_generator_container2, test/dynamo/test_generator.py::GeneratorTests::test_dict_tuple_list_generator_container3, test/dynamo/test_generator.py::GeneratorTests::test_dynamo_disable_generator, test/dynamo/test_generator.py::GeneratorTests::test_dynamo_disable_sub_generator, test/dynamo/test_generator.py::GeneratorTests::test_generator_as_argument, test/dynamo/test_generator.py::GeneratorTests::test_generator_as_argument_2, test/dynamo/test_generator.py::GeneratorTests::test_generator_as_argument_3, test/dynamo/test_generator.py::GeneratorTests::test_generator_as_argument_4, test/dynamo/test_generator.py::GeneratorTests::test_generator_simple, test/dynamo/test_generator.py::GeneratorTests::test_generator_with_side_effects, test/dynamo/test_generator.py::GeneratorTests::test_generator_with_side_effects_graph_break, test/dynamo/test_generator.py::GeneratorTests::test_generator_with_side_effects_graph_break_2, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_and_reconstruct_generator, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_before_calling_generator, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_in_generator, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_in_generator_2, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_in_generator_while_reconstructing, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_outside_generator, test/dynamo/test_generator.py::GeneratorTests::test_infinite_generator, test/dynamo/test_generator.py::GeneratorTests::test_infinite_generator_2, test/dynamo/test_generator.py::GeneratorTests::test_infinite_generator_3, test/dynamo/test_generator.py::GeneratorTests::test_islice_chain, test/dynamo/test_generator.py::GeneratorTests::test_iter, test/dynamo/test_generator.py::GeneratorTests::test_list_extend, test/dynamo/test_generator.py::GeneratorTests::test_list_zip_generator, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_tensor_mutation, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_with_dict_mutation, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_with_dict_mutation_before, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_with_local_var_mutation, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_with_object_mutation, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_with_object_mutation_before, test/dynamo/test_generator.py::GeneratorTests::test_return_advanced_generator, test/dynamo/test_generator.py::GeneratorTests::test_return_exhaust_generator, test/dynamo/test_generator.py::GeneratorTests::test_return_generator, test/dynamo/test_generator.py::GeneratorTests::test_return_subgenerator, test/dynamo/test_generator.py::GeneratorTests::test_return_tuple_generator, test/dynamo/test_generator.py::GeneratorTests::test_subgenerator, test/dynamo/test_generator.py::GeneratorTests::test_subgenerator_with_side_effects, test/dynamo/test_generator.py::GeneratorTests::test_zip_generator, test/dynamo/test_generator.py::GeneratorTests::test_zip_generator_2, test/dynamo/test_generator.py::GeneratorTests::test_zip_infinite_generator, test/dynamo/test_generator.py::GeneratorTests::test_zip_subgenerator, test/dynamo/test_generator.py::TestGeneratorSend::test_send, test/dynamo/test_generator.py::TestGeneratorSend::test_send_stop_iteration_fullgraph_False, test/dynamo/test_generator.py::TestGeneratorSend::test_send_stop_iteration_fullgraph_True, test/dynamo/test_generator.py::TestGeneratorClose::test_close, test/dynamo/test_generator.py::TestGeneratorClose::test_close_after_close, test/dynamo/test_generator.py::TestGeneratorClose::test_close_after_exception, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_GeneratorExit_fullgraph_False, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_GeneratorExit_fullgraph_True, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_GeneratorExit_return, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_and_reraise_GeneratorExit, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_and_reraise_exc_exc0, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_and_reraise_exc_exc1, test/dynamo/test_generator.py::TestGeneratorClose::test_close_handling_finally, test/dynamo/test_generator.py::TestGeneratorClose::test_close_subgen, test/dynamo/test_generator.py::TestGeneratorClose::test_close_with_side_effects, test/dynamo/test_generator.py::TestGeneratorClose::test_close_with_subgen, test/dynamo/test_generator.py::TestGeneratorClose::test_next_after_close_fullgraph_False, test/dynamo/test_generator.py::TestGeneratorClose::test_next_after_close_fullgraph_True, test/dynamo/test_generator.py::TestGeneratorThrow::test_exception_context_with_yield, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_no_yield_after_throw, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_not_catch, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_raise_difference_exc, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_try_except_finally, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_with_finally, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_without_finally, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_yield_finally
2025-06-01T23:41:17.2359654Z 
2025-06-01T23:41:17.2359984Z Running test_unary_ufuncs 1/1 ... [2025-06-01 23:41:17.227611]
2025-06-01T23:41:17.2360673Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:41:17.2362641Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_unary_ufuncs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:41:17.228261]
2025-06-01T23:42:00.1355061Z 
2025-06-01T23:42:00.1356361Z test_dataloader 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dataloader_1.1_7ec638dd3c72c758_.log
2025-06-01T23:42:00.1462154Z Running 182 items in this shard: test/test_dataloader.py::TestDatasetRandomSplit::test_incomplete_fractional_splits, test/test_dataloader.py::TestDatasetRandomSplit::test_lengths_must_equal_dataset_size, test/test_dataloader.py::TestDatasetRandomSplit::test_slicing_of_subset_of_dataset, test/test_dataloader.py::TestDatasetRandomSplit::test_slicing_of_subset_of_subset, test/test_dataloader.py::TestDatasetRandomSplit::test_splits_are_mutually_exclusive, test/test_dataloader.py::TestDatasetRandomSplit::test_splits_generator, test/test_dataloader.py::TestDatasetRandomSplit::test_splits_have_correct_size, test/test_dataloader.py::TestDatasetRandomSplit::test_splits_indexing_type, test/test_dataloader.py::TestDatasetRandomSplit::test_splits_reproducibility, test/test_dataloader.py::TestTensorDataset::test_getitem, test/test_dataloader.py::TestTensorDataset::test_getitem_1d, test/test_dataloader.py::TestTensorDataset::test_len, test/test_dataloader.py::TestTensorDataset::test_many_tensors, test/test_dataloader.py::TestTensorDataset::test_single_tensor, test/test_dataloader.py::TestStackDataset::test_empty, test/test_dataloader.py::TestStackDataset::test_getitem, test/test_dataloader.py::TestStackDataset::test_getitems, test/test_dataloader.py::TestStackDataset::test_getitems_raises_index_error, test/test_dataloader.py::TestStackDataset::test_getitems_value_error, test/test_dataloader.py::TestStackDataset::test_len, test/test_dataloader.py::TestStackDataset::test_mixed, test/test_dataloader.py::TestStackDataset::test_single, test/test_dataloader.py::TestStackDataset::test_size_mismatch, test/test_dataloader.py::TestConcatDataset::test_add_dataset, test/test_dataloader.py::TestConcatDataset::test_concat_raises_index_error, test/test_dataloader.py::TestConcatDataset::test_concat_two_non_singletons, test/test_dataloader.py::TestConcatDataset::test_concat_two_non_singletons_with_empty, test/test_dataloader.py::TestConcatDataset::test_concat_two_singletons, test/test_dataloader.py::TestConcatDataset::test_iterable_dataset_err, test/test_dataloader.py::TestDataLoader::test_batch_sampler, test/test_dataloader.py::TestDataLoader::test_builtin_collection_conversion, test/test_dataloader.py::TestDataLoader::test_bulk_loading_nobatch, test/test_dataloader.py::TestDataLoader::test_chain_iterable_style_dataset, test/test_dataloader.py::TestDataLoader::test_default_collate_bad_numpy_types, test/test_dataloader.py::TestDataLoader::test_default_collate_bad_sequence_type, test/test_dataloader.py::TestDataLoader::test_default_collate_dtype, test/test_dataloader.py::TestDataLoader::test_default_collate_mapping_keep_type, test/test_dataloader.py::TestDataLoader::test_default_collate_numpy_memmap, test/test_dataloader.py::TestDataLoader::test_default_collate_sequence_dont_keep_type, test/test_dataloader.py::TestDataLoader::test_default_collate_sequence_keep_type, test/test_dataloader.py::TestDataLoader::test_default_collate_shared_tensor, test/test_dataloader.py::TestDataLoader::test_default_convert_mapping_keep_type, test/test_dataloader.py::TestDataLoader::test_default_convert_sequence_dont_keep_type, test/test_dataloader.py::TestDataLoader::test_default_convert_sequence_keep_type, test/test_dataloader.py::TestDataLoader::test_distributed_sampler_invalid_rank, test/test_dataloader.py::TestDataLoader::test_duplicating_data_with_drop_last, test/test_dataloader.py::TestDataLoader::test_error, test/test_dataloader.py::TestDataLoader::test_error_in_init, test/test_dataloader.py::TestDataLoader::test_error_workers, test/test_dataloader.py::TestDataLoader::test_excessive_thread_creation_warning, test/test_dataloader.py::TestDataLoader::test_fd_limit_exceeded, test/test_dataloader.py::TestDataLoader::test_get_worker_info, test/test_dataloader.py::TestDataLoader::test_growing_dataset, test/test_dataloader.py::TestDataLoader::test_invalid_assign_after_init, test/test_dataloader.py::TestDataLoader::test_invalid_ctor_args_combinations, test/test_dataloader.py::TestDataLoader::test_iterable_style_dataset, test/test_dataloader.py::TestDataLoader::test_iterabledataset_len, test/test_dataloader.py::TestDataLoader::test_large_sampler_indices, test/test_dataloader.py::TestDataLoader::test_len, test/test_dataloader.py::TestDataLoader::test_multi_epochs_reproducibility, test/test_dataloader.py::TestDataLoader::test_multiple_dataloaders, test/test_dataloader.py::TestDataLoader::test_multiprocessing_contexts, test/test_dataloader.py::TestDataLoader::test_multiprocessing_iterdatapipe, test/test_dataloader.py::TestDataLoader::test_multiprocessing_iterdatapipe_with_dill, test/test_dataloader.py::TestDataLoader::test_no_segfault, test/test_dataloader.py::TestDataLoader::test_numpy, test/test_dataloader.py::TestDataLoader::test_numpy_gen_state, test/test_dataloader.py::TestDataLoader::test_numpy_scalars, test/test_dataloader.py::TestDataLoader::test_partial_workers, test/test_dataloader.py::TestDataLoader::test_proper_exit, test/test_dataloader.py::TestDataLoader::test_random_sampler, test/test_dataloader.py::TestDataLoader::test_random_sampler_len_with_replacement, test/test_dataloader.py::TestDataLoader::test_random_sampler_len_without_replacement, test/test_dataloader.py::TestDataLoader::test_sampler, test/test_dataloader.py::TestDataLoader::test_sampler_reproducibility, test/test_dataloader.py::TestDataLoader::test_segfault, test/test_dataloader.py::TestDataLoader::test_seqential_batch_workers, test/test_dataloader.py::TestDataLoader::test_seqential_batch_workers_prefetch, test/test_dataloader.py::TestDataLoader::test_sequential_batch, test/test_dataloader.py::TestDataLoader::test_sequential_nonbatch, test/test_dataloader.py::TestDataLoader::test_sequential_pin_memory, test/test_dataloader.py::TestDataLoader::test_sequential_workers, test/test_dataloader.py::TestDataLoader::test_shuffle, test/test_dataloader.py::TestDataLoader::test_shuffle_batch, test/test_dataloader.py::TestDataLoader::test_shuffle_batch_none, test/test_dataloader.py::TestDataLoader::test_shuffle_batch_workers, test/test_dataloader.py::TestDataLoader::test_shuffle_batch_workers_prefetch, test/test_dataloader.py::TestDataLoader::test_shuffle_pin_memory, test/test_dataloader.py::TestDataLoader::test_shuffle_reproducibility, test/test_dataloader.py::TestDataLoader::test_shuffle_workers, test/test_dataloader.py::TestDataLoader::test_timeout, test/test_dataloader.py::TestDataLoader::test_typing, test/test_dataloader.py::TestDataLoader::test_worker_init_fn, test/test_dataloader.py::TestDataLoader::test_worker_seed, test/test_dataloader.py::TestDataLoader::test_worker_seed_reproducibility, test/test_dataloader.py::IntegrationTestDataLoaderDataPipe::test_shuffler_iterdatapipe, test/test_dataloader.py::TestStringDataLoader::test_shuffle_pin_memory, test/test_dataloader.py::TestDictDataLoader::test_pin_memory, test/test_dataloader.py::TestDictDataLoader::test_pin_memory_device, test/test_dataloader.py::TestDictDataLoader::test_pin_memory_with_only_device, test/test_dataloader.py::TestDictDataLoader::test_sequential_batch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_batch_sampler, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_builtin_collection_conversion, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_bulk_loading_nobatch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_chain_iterable_style_dataset, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_dataset_not_reset, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_bad_numpy_types, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_bad_sequence_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_dtype, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_mapping_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_numpy_memmap, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_sequence_dont_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_sequence_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_shared_tensor, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_convert_mapping_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_convert_sequence_dont_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_convert_sequence_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_distributed_sampler_invalid_rank, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_duplicating_data_with_drop_last, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_early_exit, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_error, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_error_in_init, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_error_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_excessive_thread_creation_warning, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_fd_limit_exceeded, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_get_worker_info, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_growing_dataset, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_invalid_assign_after_init, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_invalid_ctor_args_combinations, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_iterable_style_dataset, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_iterabledataset_len, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_large_sampler_indices, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_len, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_multi_epochs_reproducibility, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_multiple_dataloaders, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_multiprocessing_contexts, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_multiprocessing_iterdatapipe, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_multiprocessing_iterdatapipe_with_dill, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_no_segfault, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_numpy, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_numpy_gen_state, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_numpy_scalars, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_partial_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_proper_exit, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_random_sampler, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_random_sampler_len_with_replacement, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_random_sampler_len_without_replacement, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_sampler, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_sampler_reproducibility, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_segfault, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_seqential_batch_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_seqential_batch_workers_prefetch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_sequential_batch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_sequential_nonbatch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_sequential_pin_memory, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_sequential_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_batch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_batch_none, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_batch_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_batch_workers_prefetch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_pin_memory, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_reproducibility, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_timeout, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_typing, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_worker_init_fn, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_worker_seed, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_worker_seed_reproducibility, test/test_dataloader.py::TestNamedTupleDataLoader::test_dataloader_with_namedtuple, test/test_dataloader.py::TestCustomPinFn::test_custom_batch_pin, test/test_dataloader.py::TestCustomPinFn::test_custom_batch_pin_worker, test/test_dataloader.py::TestIndividualWorkerQueue::test_ind_worker_queue, test/test_dataloader.py::TestSetAffinity::test_set_affinity_in_worker_init, test/test_dataloader.py::TestConvAfterFork::test_conv_after_fork, test/test_dataloader.py::TestOutOfOrderDataLoader::test_in_order_index_ds, test/test_dataloader.py::TestOutOfOrderDataLoader::test_in_order_iterable_ds, test/test_dataloader.py::TestOutOfOrderDataLoader::test_out_of_order_index_ds, test/test_dataloader.py::TestOutOfOrderDataLoader::test_out_of_order_iterable_ds, test/test_dataloader.py::TestDataLoaderDeviceTypeCUDA::test_nested_tensor_multiprocessing_context_fork_cuda, test/test_dataloader.py::TestDataLoaderDeviceTypeCUDA::test_nested_tensor_multiprocessing_context_forkserver_cuda, test/test_dataloader.py::TestDataLoaderDeviceTypeCUDA::test_nested_tensor_multiprocessing_context_spawn_cuda
2025-06-01T23:42:00.1556916Z 
2025-06-01T23:42:00.1557253Z Running lazy/test_ts_opinfo 1/1 ... [2025-06-01 23:42:00.135802]
2025-06-01T23:42:00.1558045Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:42:00.1559905Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_ts_opinfo.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:42:00.136407]
2025-06-01T23:42:01.2963470Z 
2025-06-01T23:42:01.2964333Z test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_unary_ufuncs_1.1_f55d3b29a672afe6_.log
2025-06-01T23:42:02.0251535Z Running 25072 items in this shard: test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_angle_complex_to_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_angle_complex_to_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_big_number_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_signed_zero_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_signed_zero_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_zero_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_zero_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_complex128, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i0e_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_complex_edge_values_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_half_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_complex128, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_float64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_special_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_special_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_slow_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_assert_raises_cuda, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_edge_cases_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_edge_cases_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_edge_cases_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_backward_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_backward_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_backward_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardswish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardswish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardswish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_common_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_common_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_edge_cases_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_edge_cases_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_common_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_common_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_edge_cases_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_edge_cases_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_log1p_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_log1p_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_bfloat16_cuda, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_narrow_dtypes_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_narrow_dtypes_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j1_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_spherical_bessel_j0_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_imag_cuda_complex64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_complex128, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardshrink_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu_cuda_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_0_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_complex128, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_float64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_neg_3_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y1_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_bitwise_not_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_complex64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_floor_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isposinf_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_complex128, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_complex64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_log_ndtr_vs_scipy_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_log_ndtr_vs_scipy_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_ndtr_vs_scipy_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_ndtr_vs_scipy_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_unary_out_op_mem_overlap_cuda_float64
2025-06-01T23:42:02.6719279Z 
2025-06-01T23:42:02.6719480Z Running lazy/test_extract_compiled_graph 1/1 ... [2025-06-01 23:42:01.351040]
2025-06-01T23:42:02.6719824Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:42:02.6720631Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_extract_compiled_graph.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:42:01.351405]
2025-06-01T23:42:02.8694852Z 
2025-06-01T23:42:02.8696157Z lazy/test_extract_compiled_graph 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_extract_compiled_graph_1.1_22f8442c8b97a8ce_.log
2025-06-01T23:42:02.8696944Z 
2025-06-01T23:42:02.8697360Z Running dynamo/test_subclasses 1/1 ... [2025-06-01 23:42:02.869469]
2025-06-01T23:42:02.8701985Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:42:02.8703090Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_subclasses.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:42:02.869857]
2025-06-01T23:42:04.6606483Z 
2025-06-01T23:42:04.6607566Z lazy/test_ts_opinfo 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_ts_opinfo_1.1_ac0ff64ec9ea761d_.log
2025-06-01T23:42:04.6609596Z Running 5 items in this shard: test/lazy/test_ts_opinfo.py::TestLazyTensor::testConvolutionBackward, test/lazy/test_ts_opinfo.py::TestLazyTensor::test_tensor_ctr, test/lazy/test_ts_opinfo.py::TestLazyTensor::test_view_mark_step_preserved, test/lazy/test_ts_opinfo.py::TestLazyDynamicOps::test_adaptiveavgpool3d_dynamic, test/lazy/test_ts_opinfo.py::TestLazyDynamicOps::test_nonzero_dynamic
2025-06-01T23:42:04.6611304Z 
2025-06-01T23:42:04.6611597Z Running torch_np/numpy_tests/lib/test_index_tricks 1/1 ... [2025-06-01 23:42:04.660616]
2025-06-01T23:42:04.6612071Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:42:04.6614572Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_index_tricks.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:42:04.661148]
2025-06-01T23:42:08.4338646Z 
2025-06-01T23:42:08.4340663Z torch_np/numpy_tests/lib/test_index_tricks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_index_tricks_1.1_0009cb462ad6da3f_.log
2025-06-01T23:42:08.4370189Z Running 47 items in this shard: test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_0d, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_basic, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_big_indices, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_clipmodes, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_dtypes, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_array_ravel_mode_clip, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_array_ravel_mode_raise, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_array_ravel_mode_wrap, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_array_unravel, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_indices, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_writeability, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_accepts_longdouble, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_accepts_npcomplexfloating, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_accepts_npfloating, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_basic, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_linspace_equivalence, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_mgrid_size_none_handling_start0_stop_10_step0_expected0, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_mgrid_size_none_handling_start_-10_stop_20_step1_expected1, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_nd, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_sparse, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_0d, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_1d, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_2d, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_complex_step, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_mixed_type, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_more_mixed_type, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestNdenumerate::test_basic, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIndexExpression::test_regression_1, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIndexExpression::test_simple_1, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_1d_only, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_bool, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_regression_1, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_repeated_input, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_shape_and_dtype, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestC::test_c_, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_basic, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_hetero_shape_handling, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_low_dim_handling, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_operate_4d_array, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_tall_matrix, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_tall_matrix_wrap, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_wide_matrix, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestDiagIndices::test_diag_indices, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestDiagIndicesFrom::test_diag_indices_from, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestDiagIndicesFrom::test_error_shape_mismatch, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestDiagIndicesFrom::test_error_small_input, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestNdIndex::test_ndindex
2025-06-01T23:42:08.4398101Z 
2025-06-01T23:42:08.4398590Z Running test_jit_llga_fuser 1/1 ... [2025-06-01 23:42:08.433617]
2025-06-01T23:42:08.4399308Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:42:08.4401140Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_llga_fuser.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:42:08.434052]
2025-06-01T23:42:09.6989942Z 
2025-06-01T23:42:09.6991211Z dynamo/test_subclasses 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_subclasses_1.1_b4ceef9ff5648312_.log
2025-06-01T23:42:09.7050743Z Running 125 items in this shard: test/dynamo/test_subclasses.py::SubclassTests::test_as_subclass_attr_mutation, test/dynamo/test_subclasses.py::SubclassTests::test_base_torch_function_tracing, test/dynamo/test_subclasses.py::SubclassTests::test_compile_higher_order_with_functionalization, test/dynamo/test_subclasses.py::SubclassTests::test_compile_with_fake_tensor_automatic_dynamic, test/dynamo/test_subclasses.py::SubclassTests::test_compile_with_fake_tensor_dynamic_dim, test/dynamo/test_subclasses.py::SubclassTests::test_compile_with_functionalization, test/dynamo/test_subclasses.py::SubclassTests::test_disable_all_torch_function, test/dynamo/test_subclasses.py::SubclassTests::test_disable_all_torch_function_restore_values, test/dynamo/test_subclasses.py::SubclassTests::test_disable_all_torch_function_restore_values_graph_break, test/dynamo/test_subclasses.py::SubclassTests::test_has_torch_function, test/dynamo/test_subclasses.py::SubclassTests::test_make_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_mark_static_with_subclass_desugaring_dynamic_False, test/dynamo/test_subclasses.py::SubclassTests::test_mark_static_with_subclass_desugaring_dynamic_True, test/dynamo/test_subclasses.py::SubclassTests::test_newly_constructed_tensor_subclass_attr_mutation, test/dynamo/test_subclasses.py::SubclassTests::test_njt_subclass_from_buffer, test/dynamo/test_subclasses.py::SubclassTests::test_njt_subclass_from_cat, test/dynamo/test_subclasses.py::SubclassTests::test_njt_subclass_simple, test/dynamo/test_subclasses.py::SubclassTests::test_no_call_to_new, test/dynamo/test_subclasses.py::SubclassTests::test_no_torch_function_on_size_bytecode, test/dynamo/test_subclasses.py::SubclassTests::test_no_torch_function_recompiles, test/dynamo/test_subclasses.py::SubclassTests::test_nontraceable_tensor_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_overridden_method_guarding, test/dynamo/test_subclasses.py::SubclassTests::test_parameter_subclass_custom_torch_func_and_dynamic_attr, test/dynamo/test_subclasses.py::SubclassTests::test_parameter_subclass_with_old_torch_function, test/dynamo/test_subclasses.py::SubclassTests::test_recompile_with_symbool_inputs, test/dynamo/test_subclasses.py::SubclassTests::test_recompiles_with_optional_inner_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_return_as_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_return_local_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_return_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_TwoTensor_TwoTensor_TwoTensor, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_TwoTensor_nested_diff_sizes, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_constructor_proxying, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_dont_invoke_torch_function_on_overriden_attr, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_dont_invoke_torch_function_on_overriden_method, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_override_shape_and_to, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_views_dynamic_False, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_views_dynamic_True, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_with_disabled_torch_function, test/dynamo/test_subclasses.py::SubclassTests::test_support_bases, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_automatic_dynamic_shapes, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_clone_view, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_different_shape, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_mark_dynamic_shapes, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_mul, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_nested, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_return_multiple, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_return_shape, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_return_tensor_and_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_simple, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_view, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_view_mul, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_attr_codegen_tos, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_custom_guards_error_arg_num, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_custom_guards_error_not_classmethod, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_custom_guards_override, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_guards, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_recursive_guards, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_custom_attr, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_with_non_classmethod_torch_function, test/dynamo/test_subclasses.py::SubclassTests::test_torch_dispatch_subclass_guard_recompile, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_call_on_attr, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_call_on_method, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_call_on_method_arg, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_list_args, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_state_graph_break, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_state_guards, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_state_nested, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_state_tracing, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_subclass_survives_into_aot_autograd, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_wrapper_class, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_wrapper_class_with_kwargs, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_equality_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_equality_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_identity_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_identity_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_isinstance_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_isinstance_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_user_overidden_attr_unsupported, test/dynamo/test_subclasses.py::SubclassTests::test_user_overidden_method_unsupported, test/dynamo/test_subclasses.py::SubclassTests::test_user_overidden_property_unsupported, test/dynamo/test_subclasses.py::SubclassTests::test_wrapper_subclass_dynamo_attribute_access_on_intermediate, test/dynamo/test_subclasses.py::SubclassTests::test_wrapper_subclass_guards_on_inner_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_wrapper_subclass_with_differently_sized_inner_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_wrapper_subclass_with_same_sized_inner_tensor, test/dynamo/test_subclasses.py::TestNestedTensor::test_basic_autograd, test/dynamo/test_subclasses.py::TestNestedTensor::test_basic_autograd_inductor, test/dynamo/test_subclasses.py::TestNestedTensor::test_binary_does_not_recompile, test/dynamo/test_subclasses.py::TestNestedTensor::test_binary_recompiles, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input_2, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input_4, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input_5, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input_6, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate_2, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate_3, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate_4, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate_5, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_mixed, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_mixed_2, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_mixed_3, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_is_nested_call, test/dynamo/test_subclasses.py::TestNestedTensor::test_inference_tensor, test/dynamo/test_subclasses.py::TestNestedTensor::test_inline_nested_tensor_from_jagged, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_basic, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_leaf_False_False, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_leaf_False_True, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_leaf_True_False, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_leaf_True_True, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_obscure, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_basic, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_leaf_False_False, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_leaf_False_True, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_leaf_True_False, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_leaf_True_True, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_obscure, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_dense_subclass_dense_subclass, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_subclass_dense, test/dynamo/test_subclasses.py::TestNestedTensor::test_param_subclass_isinstance_input, test/dynamo/test_subclasses.py::TestNestedTensor::test_return_shape, test/dynamo/test_subclasses.py::TestNestedTensor::test_subclass_dense_subclass_dense_view, test/dynamo/test_subclasses.py::TestNestedTensor::test_subclass_gives_static_shapes_when_dynamic_false, test/dynamo/test_subclasses.py::TestNestedTensor::test_subclass_with_mutation_in_graph, test/dynamo/test_subclasses.py::TestNestedTensor::test_unary_does_not_recompile, test/dynamo/test_subclasses.py::TestNestedTensor::test_unbind
2025-06-01T23:42:09.7113652Z 
2025-06-01T23:42:09.7113960Z Running test_vulkan 1/1 ... [2025-06-01 23:42:09.699287]
2025-06-01T23:42:09.7114626Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:42:09.7116386Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_vulkan.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:42:09.699922]
2025-06-01T23:42:12.3584039Z 
2025-06-01T23:42:12.3585663Z test_jit_llga_fuser 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_llga_fuser_1.1_58eb5c6541c9a6ee_.log
2025-06-01T23:42:12.3638767Z Running 107 items in this shard: test/test_jit_llga_fuser.py::TestEnableDisableLlgaFuser::test_context_manager, test/test_jit_llga_fuser.py::TestDynamoAOT::test_dynamo_aot_ts_onednn, test/test_jit_llga_fuser.py::TestModel::test_vision_alexnet_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_alexnet_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet121_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet121_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet161_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet161_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet169_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet169_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet201_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet201_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b0_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b0_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b1_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b1_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b2_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b2_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b3_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b3_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b4_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b4_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b5_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b5_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b6_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b6_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b7_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b7_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_googlenet_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_googlenet_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_mnasnet1_0_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_mnasnet1_0_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_mobilenet_v2_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_mobilenet_v2_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_mobilenet_v3_large_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_mobilenet_v3_large_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_regnet_y_400mf_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_regnet_y_400mf_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_resnet50_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_resnet50_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_resnext101_32x8d_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_resnext101_32x8d_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_resnext50_32x4d_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_resnext50_32x4d_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_shufflenet_v2_x1_0_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_shufflenet_v2_x1_0_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_squeezenet1_0_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_squeezenet1_0_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_vgg16_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_vgg16_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_wide_resnet50_2_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_wide_resnet50_2_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_bn2d_eltwise_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_bn2d_eltwise_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_bn_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_bn_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_bn_relu_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_bn_relu_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_clamp_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_clamp_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_eltwise_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_eltwise_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_silu_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_silu_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_sum_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_sum_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_ensure_tensor_is_rewrapped_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_ensure_tensor_is_rewrapped_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_linear_eltwise_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_linear_eltwise_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_rewrap_tensor_input_to_pytorch_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_rewrap_tensor_input_to_pytorch_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_wildcard_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_wildcard_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_wildcard_unsupported_dtype_cuda_int32, test/test_jit_llga_fuser.py::TestOpCUDA::test_add_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_add_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_add_scalar_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_add_scalar_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_addmm_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_addmm_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_avg_pool2d_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_avg_pool2d_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_bn2d_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_bn2d_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_cat_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_cat_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_conv2d_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_conv2d_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_eltwise_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_eltwise_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_identity_binary_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_identity_binary_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_layer_norm_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_layer_norm_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_linear_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_linear_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_max_pool2d_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_max_pool2d_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_mul_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_mul_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_softmax_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_softmax_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_typecheck_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_typecheck_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_variable_kernel_avg_pool2d_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_variable_kernel_avg_pool2d_cuda_float32
2025-06-01T23:42:12.3690652Z 
2025-06-01T23:42:12.3690963Z Running test_ops 1/3 ... [2025-06-01 23:42:12.357926]
2025-06-01T23:42:12.3691718Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:42:12.3693961Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:42:12.358551]
2025-06-01T23:42:12.9727592Z 
2025-06-01T23:42:12.9728406Z test_vulkan 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_vulkan_1.1_e4a68164f3667ae5_.log
2025-06-01T23:42:12.9729506Z Running 1 items in this shard: test/test_vulkan.py::TestVulkanRewritePass::test_conv
2025-06-01T23:42:12.9729847Z 
2025-06-01T23:42:12.9731997Z Running test_serialization 1/1 ... [2025-06-01 23:42:12.972957]
2025-06-01T23:42:12.9732377Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:42:12.9736435Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_serialization.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:42:12.973437]
2025-06-01T23:42:17.4475909Z 
2025-06-01T23:42:17.4476901Z test_serialization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_serialization_1.1_dc41494832e618fd_.log
2025-06-01T23:42:17.4529801Z Running 201 items in this shard: test/test_serialization.py::TestOldSerialization::test_debug_set_in_ci, test/test_serialization.py::TestOldSerialization::test_load_error_msg, test/test_serialization.py::TestOldSerialization::test_load_nonexistent_device, test/test_serialization.py::TestOldSerialization::test_load_python2_unicode_module, test/test_serialization.py::TestOldSerialization::test_load_unicode_error_msg, test/test_serialization.py::TestOldSerialization::test_pickle_module, test/test_serialization.py::TestOldSerialization::test_safe_load_basic_types, test/test_serialization.py::TestOldSerialization::test_save_different_dtype_error, test/test_serialization.py::TestOldSerialization::test_save_different_dtype_unallocated, test/test_serialization.py::TestOldSerialization::test_serialization, test/test_serialization.py::TestOldSerialization::test_serialization_backwards_compat, test/test_serialization.py::TestOldSerialization::test_serialization_backwards_compat_safe, test/test_serialization.py::TestOldSerialization::test_serialization_container, test/test_serialization.py::TestOldSerialization::test_serialization_container_filelike, test/test_serialization.py::TestOldSerialization::test_serialization_dill, test/test_serialization.py::TestOldSerialization::test_serialization_dill_version_not_supported, test/test_serialization.py::TestOldSerialization::test_serialization_fake_zip, test/test_serialization.py::TestOldSerialization::test_serialization_filelike, test/test_serialization.py::TestOldSerialization::test_serialization_filelike_api_requirements, test/test_serialization.py::TestOldSerialization::test_serialization_filelike_exceptions, test/test_serialization.py::TestOldSerialization::test_serialization_filelike_missing_attrs, test/test_serialization.py::TestOldSerialization::test_serialization_filelike_stress, test/test_serialization.py::TestOldSerialization::test_serialization_filelike_uses_readinto, test/test_serialization.py::TestOldSerialization::test_serialization_gzip, test/test_serialization.py::TestOldSerialization::test_serialization_map_location, test/test_serialization.py::TestOldSerialization::test_serialization_offset, test/test_serialization.py::TestOldSerialization::test_serialization_offset_filelike_weights_only_False, test/test_serialization.py::TestOldSerialization::test_serialization_offset_filelike_weights_only_True, test/test_serialization.py::TestOldSerialization::test_serialization_offset_gzip, test/test_serialization.py::TestOldSerialization::test_serialization_safe, test/test_serialization.py::TestOldSerialization::test_serialization_save_warnings, test/test_serialization.py::TestOldSerialization::test_serialization_sparse, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_bsc_invalid, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_bsr_invalid, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_csc_invalid, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_csr_invalid, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_invalid, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_invalid_legacy_ctor, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_safe, test/test_serialization.py::TestOldSerialization::test_serialization_storage_slice, test/test_serialization.py::TestOldSerialization::test_serialization_zipfile_utils, test/test_serialization.py::TestOldSerialization::test_serialize_device, test/test_serialization.py::TestOldSerialization::test_skip_data_load, test/test_serialization.py::TestSerialization::test_crc32_options_compute_crc32_False_filename_False, test/test_serialization.py::TestSerialization::test_crc32_options_compute_crc32_False_filename_True, test/test_serialization.py::TestSerialization::test_crc32_options_compute_crc32_True_filename_False, test/test_serialization.py::TestSerialization::test_crc32_options_compute_crc32_True_filename_True, test/test_serialization.py::TestSerialization::test_debug_set_in_ci, test/test_serialization.py::TestSerialization::test_filewriter_metadata_writing_filename_False, test/test_serialization.py::TestSerialization::test_filewriter_metadata_writing_filename_True, test/test_serialization.py::TestSerialization::test_get_unsafe_globals_in_checkpoint, test/test_serialization.py::TestSerialization::test_has_format_version, test/test_serialization.py::TestSerialization::test_load_error_msg, test/test_serialization.py::TestSerialization::test_load_njt_weights_only_should_import_False, test/test_serialization.py::TestSerialization::test_load_njt_weights_only_should_import_True, test/test_serialization.py::TestSerialization::test_load_nonexistent_device, test/test_serialization.py::TestSerialization::test_load_python2_unicode_module, test/test_serialization.py::TestSerialization::test_load_unicode_error_msg, test/test_serialization.py::TestSerialization::test_lr_scheduler_serialization, test/test_serialization.py::TestSerialization::test_meta_serialization_weights_only_False, test/test_serialization.py::TestSerialization::test_meta_serialization_weights_only_True, test/test_serialization.py::TestSerialization::test_mmap_load_offset_calculation_path_type0, test/test_serialization.py::TestSerialization::test_mmap_load_offset_calculation_path_type1, test/test_serialization.py::TestSerialization::test_pathlike_serialization_weights_only_False, test/test_serialization.py::TestSerialization::test_pathlike_serialization_weights_only_True, test/test_serialization.py::TestSerialization::test_pickle_module, test/test_serialization.py::TestSerialization::test_safe_load_basic_types, test/test_serialization.py::TestSerialization::test_save_different_dtype_error, test/test_serialization.py::TestSerialization::test_save_different_dtype_unallocated, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_bfloat16_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_bfloat16_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_bool_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_bool_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_complex128_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_complex128_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_complex64_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_complex64_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float16_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float16_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float32_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float32_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float64_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float64_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int16_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int16_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int32_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int32_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int64_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int64_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int8_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int8_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_uint8_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_uint8_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization, test/test_serialization.py::TestSerialization::test_serialization_backwards_compat, test/test_serialization.py::TestSerialization::test_serialization_backwards_compat_safe, test/test_serialization.py::TestSerialization::test_serialization_byte_literal_byte_literals0_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_byte_literal_byte_literals0_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_byte_literal_byte_literals1_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_byte_literal_byte_literals1_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_byteorder_mark, test/test_serialization.py::TestSerialization::test_serialization_dill, test/test_serialization.py::TestSerialization::test_serialization_dill_version_not_supported, test/test_serialization.py::TestSerialization::test_serialization_dtype_complex32_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_complex32_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_dtype_float8_e4m3fn_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_float8_e4m3fn_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_dtype_float8_e5m2_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_float8_e5m2_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint16_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint16_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint32_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint32_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint64_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint64_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_efficient_zerotensor_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_efficient_zerotensor_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_fake_zip, test/test_serialization.py::TestSerialization::test_serialization_filelike, test/test_serialization.py::TestSerialization::test_serialization_filelike_api_requirements, test/test_serialization.py::TestSerialization::test_serialization_filelike_exceptions, test/test_serialization.py::TestSerialization::test_serialization_filelike_missing_attrs, test/test_serialization.py::TestSerialization::test_serialization_filelike_stress, test/test_serialization.py::TestSerialization::test_serialization_filelike_uses_readinto, test/test_serialization.py::TestSerialization::test_serialization_gzip, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_bfloat16, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_bool, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_cdouble, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_cfloat, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_double, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_float, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_half, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_int, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_int16, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_int8, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_long, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_uint8, test/test_serialization.py::TestSerialization::test_serialization_map_location, test/test_serialization.py::TestSerialization::test_serialization_math_bits_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_math_bits_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_ctx, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_options_path_type0_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_options_path_type0_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_options_path_type1_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_options_path_type1_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_with_map_location, test/test_serialization.py::TestSerialization::test_serialization_nested_class, test/test_serialization.py::TestSerialization::test_serialization_offset_gzip, test/test_serialization.py::TestSerialization::test_serialization_python_attr_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_python_attr_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_safe, test/test_serialization.py::TestSerialization::test_serialization_save_warnings, test/test_serialization.py::TestSerialization::test_serialization_sparse, test/test_serialization.py::TestSerialization::test_serialization_sparse_bsc_invalid, test/test_serialization.py::TestSerialization::test_serialization_sparse_bsr_invalid, test/test_serialization.py::TestSerialization::test_serialization_sparse_csc_invalid, test/test_serialization.py::TestSerialization::test_serialization_sparse_csr_invalid, test/test_serialization.py::TestSerialization::test_serialization_sparse_invalid, test/test_serialization.py::TestSerialization::test_serialization_sparse_invalid_legacy_ctor, test/test_serialization.py::TestSerialization::test_serialization_sparse_safe, test/test_serialization.py::TestSerialization::test_serialization_storage_slice, test/test_serialization.py::TestSerialization::test_serialization_uintx_intx, test/test_serialization.py::TestSerialization::test_serialization_warning_s390x, test/test_serialization.py::TestSerialization::test_serialization_with_header, test/test_serialization.py::TestSerialization::test_serialization_zipfile_actually_jit, test/test_serialization.py::TestSerialization::test_serialization_zipfile_utils, test/test_serialization.py::TestSerialization::test_serialization_zipfile_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_zipfile_weights_only_True, test/test_serialization.py::TestSerialization::test_serialize_device, test/test_serialization.py::TestSerialization::test_skip_data_load, test/test_serialization.py::TestSerialization::test_skip_data_serialization_error_cases, test/test_serialization.py::TestSerialization::test_skip_data_serialization_materialize_fake_False, test/test_serialization.py::TestSerialization::test_skip_data_serialization_materialize_fake_True, test/test_serialization.py::TestSerialization::test_skip_data_serialization_preserves_views_materialize_fake_False, test/test_serialization.py::TestSerialization::test_skip_data_serialization_preserves_views_materialize_fake_True, test/test_serialization.py::TestSerialization::test_storage_alignment, test/test_serialization.py::TestSerialization::test_use_pinned_memory_for_d2h, test/test_serialization.py::TestSerialization::test_weights_only_assert, test/test_serialization.py::TestSerialization::test_weights_only_env_variables_force_weights_only_False, test/test_serialization.py::TestSerialization::test_weights_only_env_variables_force_weights_only_True, test/test_serialization.py::TestSerialization::test_weights_only_error_unsafe_global_False, test/test_serialization.py::TestSerialization::test_weights_only_error_unsafe_global_True, test/test_serialization.py::TestSerialization::test_weights_only_safe_globals_blocklist, test/test_serialization.py::TestSerialization::test_weights_only_safe_globals_build, test/test_serialization.py::TestSerialization::test_weights_only_safe_globals_build_with_slots_slots_all, test/test_serialization.py::TestSerialization::test_weights_only_safe_globals_build_with_slots_slots_some, test/test_serialization.py::TestSerialization::test_weights_only_safe_globals_newobj, test/test_serialization.py::TestSubclassSerialization::test_cloned_deepcopy_requires_grad_False, test/test_serialization.py::TestSubclassSerialization::test_cloned_deepcopy_requires_grad_True, test/test_serialization.py::TestSubclassSerialization::test_empty_class_serialization, test/test_serialization.py::TestSubclassSerialization::test_safe_globals_context_manager_weights_only, test/test_serialization.py::TestSubclassSerialization::test_safe_globals_for_weights_only, test/test_serialization.py::TestSubclassSerialization::test_sets_are_loadable_with_weights_only, test/test_serialization.py::TestSubclassSerialization::test_tensor_subclass_deepcopy, test/test_serialization.py::TestSubclassSerialization::test_tensor_subclass_getstate_overwrite, test/test_serialization.py::TestSubclassSerialization::test_tensor_subclass_map_location, test/test_serialization.py::TestSubclassSerialization::test_tensor_subclass_wrapper_serialization, test/test_serialization.py::TestBothSerializationCUDA::test_serialization_new_format_old_format_compat_weights_only_False_cuda, test/test_serialization.py::TestBothSerializationCUDA::test_serialization_new_format_old_format_compat_weights_only_True_cuda
2025-06-01T23:42:17.4580638Z 
2025-06-01T23:42:17.4580805Z Running dynamo/test_recompile_ux 1/1 ... [2025-06-01 23:42:17.448194]
2025-06-01T23:42:17.4581134Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:42:17.4581924Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_recompile_ux.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:42:17.448790]
2025-06-01T23:42:21.2726329Z 
2025-06-01T23:42:21.2728426Z dynamo/test_recompile_ux 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_recompile_ux_1.1_cbd3bdc15b228826_.log
2025-06-01T23:42:21.2735643Z Running 10 items in this shard: test/dynamo/test_recompile_ux.py::RecompileUxTests::test_drop_cache_on_skip, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_dynamic_input, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_fail_on_recompile_limit_hit, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_loop_torture, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_mismatched_type, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_multiple_guard_fails, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_multiple_guard_fails_report_all, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_nvfuser_guards, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_recompile_child_run_only, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_verbose_tensor_check
2025-06-01T23:42:21.2738495Z 
2025-06-01T23:42:21.2738667Z Running test_testing 1/1 ... [2025-06-01 23:42:21.272444]
2025-06-01T23:42:21.2739011Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:42:21.2739926Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_testing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:42:21.273075]
2025-06-01T23:42:29.6025718Z 
2025-06-01T23:42:29.6026678Z test_testing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_testing_1.1_2fac85b4093965b2_.log
2025-06-01T23:42:29.6618749Z Running 2071 items in this shard: test/test_testing.py::TestTestingCUDA::test_assertEqual_longMessage_cuda, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_bool, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_complex128, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_complex64, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_float16, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_float32, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_float64, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_int16, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_int32, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_int64, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_int8, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_uint8, test/test_testing.py::TestTestingCUDA::test_cuda_assert_should_not_stop_common_distributed_test_suite_cuda, test/test_testing.py::TestTestingCUDA::test_cuda_assert_should_stop_common_device_type_test_suite_cuda, test/test_testing.py::TestTestingCUDA::test_cuda_assert_should_stop_common_utils_test_suite_cuda, test/test_testing.py::TestTestingCUDA::test_get_supported_dtypes_cuda, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_bool, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_float16, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_float32, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_float64, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_int16, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_int32, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_int64, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_int8, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_uint8, test/test_testing.py::TestTestingCUDA::test_isclose_bool_cuda, test/test_testing.py::TestTestingCUDA::test_isclose_complex_cuda_complex128, test/test_testing.py::TestTestingCUDA::test_isclose_complex_cuda_complex64, test/test_testing.py::TestTestingCUDA::test_isclose_equality_shortcut_cuda, test/test_testing.py::TestTestingCUDA::test_isclose_float_cuda_float16, test/test_testing.py::TestTestingCUDA::test_isclose_float_cuda_float32, test/test_testing.py::TestTestingCUDA::test_isclose_float_cuda_float64, test/test_testing.py::TestTestingCUDA::test_isclose_integer_cuda_int16, test/test_testing.py::TestTestingCUDA::test_isclose_integer_cuda_int32, test/test_testing.py::TestTestingCUDA::test_isclose_integer_cuda_int64, test/test_testing.py::TestTestingCUDA::test_isclose_integer_cuda_int8, test/test_testing.py::TestTestingCUDA::test_isclose_integer_cuda_uint8, test/test_testing.py::TestTestingCUDA::test_isclose_nan_equality_shortcut_cuda_complex128, test/test_testing.py::TestTestingCUDA::test_isclose_nan_equality_shortcut_cuda_complex64, test/test_testing.py::TestTestingCUDA::test_isclose_nan_equality_shortcut_cuda_float16, test/test_testing.py::TestTestingCUDA::test_isclose_nan_equality_shortcut_cuda_float32, test/test_testing.py::TestTestingCUDA::test_isclose_nan_equality_shortcut_cuda_float64, test/test_testing.py::TestTestingCUDA::test_setup_and_teardown_run_for_device_specific_tests_cuda, test/test_testing.py::TestTestingCUDA::test_supported_dtypes_abs_cuda, test/test_testing.py::TestFrameworkUtils::test_filtering_env_var, test/test_testing.py::TestAssertClose::test_bool, test/test_testing.py::TestAssertClose::test_default_tolerance_selection_mismatching_dtypes, test/test_testing.py::TestAssertClose::test_docstring_examples, test/test_testing.py::TestAssertClose::test_matching, test/test_testing.py::TestAssertClose::test_matching_atol, test/test_testing.py::TestAssertClose::test_matching_conjugate_bit, test/test_testing.py::TestAssertClose::test_matching_nan, test/test_testing.py::TestAssertClose::test_matching_nan_with_equal_nan, test/test_testing.py::TestAssertClose::test_matching_rtol, test/test_testing.py::TestAssertClose::test_meta, test/test_testing.py::TestAssertClose::test_mismatching_dtype, test/test_testing.py::TestAssertClose::test_mismatching_dtype_no_check, test/test_testing.py::TestAssertClose::test_mismatching_layout, test/test_testing.py::TestAssertClose::test_mismatching_layout_no_check, test/test_testing.py::TestAssertClose::test_mismatching_shape, test/test_testing.py::TestAssertClose::test_mismatching_stride, test/test_testing.py::TestAssertClose::test_mismatching_stride_no_check, test/test_testing.py::TestAssertClose::test_mismatching_types, test/test_testing.py::TestAssertClose::test_mismatching_types_subclasses, test/test_testing.py::TestAssertClose::test_mismatching_types_type_equality, test/test_testing.py::TestAssertClose::test_mismatching_values, test/test_testing.py::TestAssertClose::test_mismatching_values_atol, test/test_testing.py::TestAssertClose::test_mismatching_values_rtol, test/test_testing.py::TestAssertClose::test_none, test/test_testing.py::TestAssertClose::test_none_mismatch, test/test_testing.py::TestAssertClose::test_numpy, test/test_testing.py::TestAssertClose::test_only_atol, test/test_testing.py::TestAssertClose::test_only_rtol, test/test_testing.py::TestAssertClose::test_scalar, test/test_testing.py::TestAssertClose::test_unexpected_error_compare, test/test_testing.py::TestAssertClose::test_unexpected_error_originate, test/test_testing.py::TestAssertClose::test_unknown_layout, test/test_testing.py::TestAssertClose::test_unknown_type, test/test_testing.py::TestAssertCloseMultiDeviceCUDA::test_mismatching_device_cuda, test/test_testing.py::TestAssertCloseMultiDeviceCUDA::test_mismatching_device_no_check_cuda, test/test_testing.py::TestAssertCloseErrorMessage::test_abs_diff, test/test_testing.py::TestAssertCloseErrorMessage::test_abs_diff_scalar, test/test_testing.py::TestAssertCloseErrorMessage::test_atol, test/test_testing.py::TestAssertCloseErrorMessage::test_identifier_scalars, test/test_testing.py::TestAssertCloseErrorMessage::test_identifier_tensor_likes, test/test_testing.py::TestAssertCloseErrorMessage::test_mismatched_elements, test/test_testing.py::TestAssertCloseErrorMessage::test_msg_callable, test/test_testing.py::TestAssertCloseErrorMessage::test_msg_str, test/test_testing.py::TestAssertCloseErrorMessage::test_not_close, test/test_testing.py::TestAssertCloseErrorMessage::test_not_equal, test/test_testing.py::TestAssertCloseErrorMessage::test_rel_diff, test/test_testing.py::TestAssertCloseErrorMessage::test_rel_diff_scalar, test/test_testing.py::TestAssertCloseErrorMessage::test_rtol, test/test_testing.py::TestAssertCloseErrorMessage::test_small_float_dtype, test/test_testing.py::TestAssertCloseErrorMessage::test_zero_div_zero, test/test_testing.py::TestAssertCloseContainer::test_mapping_mismatching_keys, test/test_testing.py::TestAssertCloseContainer::test_mapping_mismatching_values_msg, test/test_testing.py::TestAssertCloseContainer::test_sequence_mismatching_len, test/test_testing.py::TestAssertCloseContainer::test_sequence_mismatching_values_msg, test/test_testing.py::TestAssertCloseSparseCOO::test_matching_coalesced, test/test_testing.py::TestAssertCloseSparseCOO::test_matching_uncoalesced, test/test_testing.py::TestAssertCloseSparseCOO::test_mismatching_indices_msg, test/test_testing.py::TestAssertCloseSparseCOO::test_mismatching_nnz, test/test_testing.py::TestAssertCloseSparseCOO::test_mismatching_sparse_dims, test/test_testing.py::TestAssertCloseSparseCOO::test_mismatching_values_msg, test/test_testing.py::TestAssertCloseSparseCSR::test_matching, test/test_testing.py::TestAssertCloseSparseCSR::test_mismatching_col_indices_msg, test/test_testing.py::TestAssertCloseSparseCSR::test_mismatching_crow_indices_msg, test/test_testing.py::TestAssertCloseSparseCSR::test_mismatching_values_msg, test/test_testing.py::TestAssertCloseSparseCSC::test_matching, test/test_testing.py::TestAssertCloseSparseCSC::test_mismatching_ccol_indices_msg, test/test_testing.py::TestAssertCloseSparseCSC::test_mismatching_row_indices_msg, test/test_testing.py::TestAssertCloseSparseCSC::test_mismatching_values_msg, test/test_testing.py::TestAssertCloseSparseBSR::test_matching, test/test_testing.py::TestAssertCloseSparseBSR::test_mismatching_col_indices_msg, test/test_testing.py::TestAssertCloseSparseBSR::test_mismatching_crow_indices_msg, test/test_testing.py::TestAssertCloseSparseBSR::test_mismatching_values_msg, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_byte_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cartesian_prod_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cat_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cauchy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cdist_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cdouble_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_ceil_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cfloat_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_chalf_cuda_float32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_column_stack_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_combinations_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_complex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_conj_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_conj_physical_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_constant_pad_nd_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_contiguous_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_copysign_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_corrcoef_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cos_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cosh_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_count_nonzero_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cov_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cross_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cummax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cummin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cumprod_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cumsum_cuda_float32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_digamma_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_dist_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_div_floor_rounding_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_div_no_rounding_mode_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_div_trunc_rounding_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_dot_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_double_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_dsplit_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_dstack_cuda_float32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_erfinv_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_exp2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_exp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_expand_as_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_expand_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_expand_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_expm1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_exponential_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_eye_cuda_float32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_rfft_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_rfftn_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fill_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_flatten_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_flip_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fliplr_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_flipud_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_float_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_float_power_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_floor_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_floor_divide_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fmin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fmod_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_frac_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_frexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_full_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_full_like_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_gather_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_gcd_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_ge_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_geometric_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_geqrf_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_gradient_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_grid_sampler_2d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_gt_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_half_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_heaviside_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_histc_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_hsplit_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_hstack_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_hypot_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_i0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_igamma_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_igammac_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_imag_cuda_complex64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_add_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_fill_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_put_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_reduce_amax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_reduce_amin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_reduce_mean_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_reduce_prod_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_select_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_inner_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_int_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isclose_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isfinite_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isinf_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isnan_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isneginf_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isposinf_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isreal_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_istft_cuda_complex64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_item_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_jiterator_2inputs_2outputs_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_jiterator_4inputs_with_extra_args_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_jiterator_binary_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_jiterator_binary_return_by_ref_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_jiterator_unary_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_kron_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_kthvalue_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lcm_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_ldexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_le_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lerp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lgamma_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_cholesky_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_cholesky_ex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_cond_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_cross_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_det_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_diagonal_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_eig_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_eigh_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_eigvals_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_eigvalsh_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_householder_product_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_inv_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_inv_ex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_ldl_factor_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_ldl_factor_ex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_ldl_solve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lstsq_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lstsq_grad_oriented_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lu_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lu_factor_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lu_factor_ex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lu_solve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_matrix_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_matrix_power_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_matrix_rank_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_matrix_rank_hermitian_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_multi_dot_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_norm_subgradients_at_zero_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_pinv_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_pinv_hermitian_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_pinv_singular_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_qr_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_slogdet_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_solve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_solve_ex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_solve_triangular_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_svd_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_svdvals_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_tensorinv_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_tensorsolve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_vander_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_vecdot_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_vector_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linspace_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linspace_tensor_overload_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log10_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log1p_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log_normal_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log_softmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log_softmax_with_dtype_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logaddexp2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logaddexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logcumsumexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logdet_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logical_and_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logical_not_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logical_or_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logical_xor_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logit_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logspace_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logspace_tensor_overload_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logsumexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_long_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lt_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lu_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lu_solve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lu_unpack_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mH_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mT_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_amax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_amin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_argmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_argmin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_cumprod_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_cumsum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_fill_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_log_softmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_logaddexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_logsumexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_mean_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_median_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_normalize_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_prod_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_scatter_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_select_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_softmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_softmin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_std_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_sum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_var_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_matmul_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_matrix_exp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_max_binary_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_max_pool2d_with_indices_backward_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_max_reduction_no_dim_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_max_reduction_with_dim_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_maximum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mean_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_median_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_meshgrid_list_of_tensors_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_meshgrid_variadic_tensors_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_min_binary_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_min_reduction_no_dim_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_min_reduction_with_dim_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_minimum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mode_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_movedim_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_msort_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mul_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_multinomial_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mv_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nan_to_num_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nanmean_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nanmedian_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nanquantile_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nansum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_narrow_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_narrow_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_native_batch_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_native_dropout_backward_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_native_layer_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_ne_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_neg_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_new_empty_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_new_empty_strided_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_new_full_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_new_ones_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_new_zeros_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nextafter_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_alpha_dropout_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_avg_pool1d_cuda_float32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_pinverse_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_polar_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_polygamma_polygamma_n_0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_polygamma_polygamma_n_1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_polygamma_polygamma_n_2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_polygamma_polygamma_n_3_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_polygamma_polygamma_n_4_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_positive_cuda_float32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_reshape_as_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_reshape_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_resize__cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_resize_as__cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_resolve_conj_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_resolve_neg_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_roll_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_rot90_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_round_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_round_decimals_0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_round_decimals_3_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_round_decimals_neg_3_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_rsqrt_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_rsub_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_scalar_tensor_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_scatter_add_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_scatter_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_scatter_reduce_amax_cuda_float32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_take_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tan_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tanh_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tensor_split_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tensordot_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tile_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_to_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_to_sparse_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_topk_cuda_float32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_trapz_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_triangular_solve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tril_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tril_indices_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_triu_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_triu_indices_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_true_divide_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_trunc_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unbind_copy_cuda_float32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_view_as_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_view_as_real_cuda_complex64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_view_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_view_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_vsplit_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_vstack_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_where_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_xlogy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_zero__cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_zeros_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_zeros_like_cuda_float32
2025-06-01T23:42:29.7196826Z 
2025-06-01T23:42:29.7197031Z Running torch_np/numpy_tests/fft/test_pocketfft 1/1 ... [2025-06-01 23:42:29.605040]
2025-06-01T23:42:29.7197453Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:42:29.7198448Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/fft/test_pocketfft.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:42:29.605355]
2025-06-01T23:42:33.3758024Z 
2025-06-01T23:42:33.3759110Z torch_np/numpy_tests/fft/test_pocketfft 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.fft.test_pocketfft_1.1_87e4cfd104ad5073_.log
2025-06-01T23:42:33.3791366Z Running 79 items in this shard: test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTShift::test_fft_n, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_all_1d_norm_preserving, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_axes_op0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_axes_op1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_axes_op2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_axes_op3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_dtypes_dtype0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_dtypes_dtype1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_dtypes_dtype2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fftn, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_hfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_identity, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft_norm0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft_norm_backward, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft_norm_forward, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft_norm_ortho, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifftn, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ihfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_irfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_irfft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_irfftn, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_rfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_rfft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_rfftn, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTThreadSafe::test_fft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTThreadSafe::test_ifft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTThreadSafe::test_irfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTThreadSafe::test_rfft
2025-06-01T23:42:33.3816256Z 
2025-06-01T23:42:33.3816622Z Running torch_np/numpy_tests/lib/test_shape_base_ 1/1 ... [2025-06-01 23:42:33.376138]
2025-06-01T23:42:33.3817139Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:42:33.3818168Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_shape_base_.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:42:33.376786]
2025-06-01T23:42:37.2473140Z 
2025-06-01T23:42:37.2474684Z torch_np/numpy_tests/lib/test_shape_base_ 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_shape_base__1.1_2236eeb3707d6658_.log
2025-06-01T23:42:37.2498142Z Running 73 items in this shard: test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_argequivalent, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_broadcast, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_empty, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_invalid, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestPutAlongAxis::test_broadcast, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestPutAlongAxis::test_replace_max, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_0d_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_3d, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_axis_insertion, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_axis_insertion_ma, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_empty, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_scalar_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_simple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_simple101, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_tuple_func1d, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_with_iterable_object, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyOverAxes::test_simple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_axis_out_of_range, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_axis_tuple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_functionality, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_repeated_axis, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_index_split_high_bound, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_index_split_low_bound, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_index_split_simple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_0_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_cols, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_default, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_rows, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_rows_greater_max_int32, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSplit::test_equal_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSplit::test_unequal_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_1D_arrays, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_2D_arrays, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_generator, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_2D_array2, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_generator, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_3D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_basic, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_basic_2, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_axis, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_axis_handling, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_contiguous, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_type, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_basic, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a0_shape_b0, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a1_shape_b1, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a2_shape_b2, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a3_shape_b3, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a4_shape_b4, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a5_shape_b5, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_basic, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_empty, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_kroncompare, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_tile_one_repetition_on_array_gh4679, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestMayShareMemory::test_basic
2025-06-01T23:42:37.2527776Z 
2025-06-01T23:42:37.2528092Z Running nn/test_init 1/1 ... [2025-06-01 23:42:37.247529]
2025-06-01T23:42:37.2528457Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:42:37.2529401Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_init.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:42:37.247882]
2025-06-01T23:42:41.7229933Z 
2025-06-01T23:42:41.7231108Z nn/test_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_init_1.1_9d0b663f693fc8a8_.log
2025-06-01T23:42:41.7237665Z Running 30 items in this shard: test/nn/test_init.py::TestNNInit::test_calculate_gain_leaky_relu, test/nn/test_init.py::TestNNInit::test_calculate_gain_leaky_relu_only_accepts_numbers, test/nn/test_init.py::TestNNInit::test_calculate_gain_linear, test/nn/test_init.py::TestNNInit::test_calculate_gain_nonlinear, test/nn/test_init.py::TestNNInit::test_calculate_gain_only_accepts_valid_nonlinearities, test/nn/test_init.py::TestNNInit::test_constant, test/nn/test_init.py::TestNNInit::test_deprecation, test/nn/test_init.py::TestNNInit::test_dirac_identity, test/nn/test_init.py::TestNNInit::test_dirac_only_works_on_3_4_5d_inputs, test/nn/test_init.py::TestNNInit::test_dirac_properties, test/nn/test_init.py::TestNNInit::test_eye, test/nn/test_init.py::TestNNInit::test_eye_only_works_on_2d_inputs, test/nn/test_init.py::TestNNInit::test_kaiming_normal, test/nn/test_init.py::TestNNInit::test_kaiming_normal_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_kaiming_normal_warning_on_0element_tensor, test/nn/test_init.py::TestNNInit::test_kaiming_uniform, test/nn/test_init.py::TestNNInit::test_kaiming_uniform_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_kaiming_uniform_warning_on_0element_tensor, test/nn/test_init.py::TestNNInit::test_normal, test/nn/test_init.py::TestNNInit::test_ones_and_zeros, test/nn/test_init.py::TestNNInit::test_orthogonal, test/nn/test_init.py::TestNNInit::test_sparse_default_std, test/nn/test_init.py::TestNNInit::test_sparse_only_works_on_2d_inputs, test/nn/test_init.py::TestNNInit::test_trunc_normal, test/nn/test_init.py::TestNNInit::test_trunc_normal_generator, test/nn/test_init.py::TestNNInit::test_uniform, test/nn/test_init.py::TestNNInit::test_xavier_normal, test/nn/test_init.py::TestNNInit::test_xavier_normal_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_xavier_uniform, test/nn/test_init.py::TestNNInit::test_xavier_uniform_errors_on_inputs_smaller_than_2d
2025-06-01T23:42:41.7243626Z 
2025-06-01T23:42:41.7243959Z Running test_mkldnn_fusion 1/1 ... [2025-06-01 23:42:41.723102]
2025-06-01T23:42:41.7244809Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:42:41.7245724Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkldnn_fusion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:42:41.723455]
2025-06-01T23:42:45.4466009Z 
2025-06-01T23:42:45.4467338Z test_mkldnn_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_fusion_1.1_68b31dac78f0930b_.log
2025-06-01T23:42:45.4471643Z Running 8 items in this shard: test/test_mkldnn_fusion.py::TestMkldnnFusion::test_conv_binary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_conv_transpose_unary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_conv_unary_fusion_nnc, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_conv_unary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_linear_binary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_linear_unary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_single_conv, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_unsupported_conv
2025-06-01T23:42:45.4475252Z 
2025-06-01T23:42:45.4479957Z Running torch_np/numpy_tests/core/test_dlpack 1/1 ... [2025-06-01 23:42:45.446681]
2025-06-01T23:42:45.4480360Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:42:45.4481206Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_dlpack.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:42:45.447086]
2025-06-01T23:42:48.9168968Z 
2025-06-01T23:42:48.9170373Z torch_np/numpy_tests/core/test_dlpack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_dlpack_1.1_5b399345c0419d4e_.log
2025-06-01T23:42:48.9184472Z Running 53 items in this shard: test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dlpack_destructor_exception, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dlpack_device, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype0, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype1, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype2, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype3, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype4, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype5, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype6, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype7, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype8, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype9, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dunder_dlpack_refcount, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dunder_dlpack_stream, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_from_dlpack_refcount, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_from_torch, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_0, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_1, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_10, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_11, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_12, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_13, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_14, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_15, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_16, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_17, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_18, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_19, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_2, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_20, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_21, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_22, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_23, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_24, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_25, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_26, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_27, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_28, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_29, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_3, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_30, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_31, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_32, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_4, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_5, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_6, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_7, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_8, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_9, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_ndim0, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_non_contiguous, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_readonly, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_to_torch
2025-06-01T23:42:48.9197221Z 
2025-06-01T23:42:48.9197454Z Running test_xnnpack_integration 1/3 ... [2025-06-01 23:42:48.917096]
2025-06-01T23:42:48.9197785Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:42:48.9198606Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_xnnpack_integration.py', '-m', 'not serial', '--shard-id=1', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:42:48.917408]
2025-06-01T23:42:52.4901666Z 
2025-06-01T23:42:52.4902917Z test_xnnpack_integration 1/3 was successful, full logs can be found in artifacts with path test/test-reports/test_xnnpack_integration_1.3_42c6ea3f7b67b9e0_.log
2025-06-01T23:42:52.4904690Z Running 2 items in this shard: test/test_xnnpack_integration.py::TestXNNPACKOps::test_conv2d_transpose, test/test_xnnpack_integration.py::TestXNNPACKSerDes::test_linear
2025-06-01T23:42:52.4905643Z 
2025-06-01T23:42:52.4906002Z Running test_xnnpack_integration 3/3 ... [2025-06-01 23:42:52.489773]
2025-06-01T23:42:52.4906570Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:42:52.4907978Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_xnnpack_integration.py', '-m', 'not serial', '--shard-id=3', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:42:52.490155]
2025-06-01T23:48:53.2501315Z 
2025-06-01T23:48:53.2506905Z test_xnnpack_integration 3/3 was successful, full logs can be found in artifacts with path test/test-reports/test_xnnpack_integration_3.3_7009bbe06f7dec55_.log
2025-06-01T23:48:53.2508968Z Running 4 items in this shard: test/test_xnnpack_integration.py::TestXNNPACKOps::test_linear_1d_input, test/test_xnnpack_integration.py::TestXNNPACKRewritePass::test_decomposed_linear, test/test_xnnpack_integration.py::TestXNNPACKRewritePass::test_linear, test/test_xnnpack_integration.py::TestXNNPACKConv1dTransformPass::test_conv1d_basic
2025-06-01T23:48:53.2510768Z 
2025-06-01T23:48:53.2510983Z Running test_quantization 2/6 ... [2025-06-01 23:48:53.250011]
2025-06-01T23:48:53.2511445Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:48:53.2512472Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_quantization.py', '-m', 'not serial', '--shard-id=2', '--num-shards=6', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:48:53.250621]
2025-06-01T23:50:42.9311824Z 
2025-06-01T23:50:42.9312579Z test_ops 1/3 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_1.3_f2e82fa3e59f2d2c_.log
2025-06-01T23:50:43.2140928Z Running 11280 items in this shard: test/test_ops.py::TestSelfKwarg::test_self_kwargs, test/test_ops.py::TestCommonCUDA::test_compare_cpu_H_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu___getitem___cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu___rmatmul___cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu___rmod___cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu___rmul___cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu___ror___cuda_int64, test/test_ops.py::TestCommonCUDA::test_compare_cpu___rpow___cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu___rxor___cuda_int64, test/test_ops.py::TestCommonCUDA::test_compare_cpu__batch_norm_with_update_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_T_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_bfloat16_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_double_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_int_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_short_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_atan2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_atleast_3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_cauchy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_chunk_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_column_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_constant_pad_nd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_diagonal_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_div_floor_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_div_trunc_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_expand_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_exponential_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_fliplr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_geometric_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_hstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_hypot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_igammac_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_lerp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_linspace_tensor_overload_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_log_normal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_movedim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_new_empty_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_new_empty_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_new_full_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_new_ones_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_channel_shuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_glu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_leaky_relu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_softshrink_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_triplet_margin_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_normal__in_place_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_ones_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_randn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_renorm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_select_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_special_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_special_xlog1py_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_std_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_stft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_sum_to_size_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_triu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_view_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_vsplit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_vstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__unsafe_masked_index_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_addmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_as_strided_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_atleast_1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_atleast_2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_bernoulli_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_bfloat16_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_bitwise_right_shift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_compare_cpu_bucketize_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_cfloat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_constant_pad_nd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_contiguous_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_copysign_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_corrcoef_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_cov_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_diagonal_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_dist_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_einsum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_empty_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_empty_permuted_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_expand_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_fft_fftshift_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_fliplr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_float_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_full_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_geqrf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_grid_sampler_2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_igamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_index_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_index_fill_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_int_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_istft_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_compare_cpu_ldexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_lerp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_cond_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_householder_product_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_inv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_ldl_factor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_ldl_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_lstsq_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_matrix_power_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_matrix_rank_hermitian_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_log_normal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_logsumexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_lu_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_lu_unpack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_mH_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_mT_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_masked_logaddexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_masked_median_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_masked_softmin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_matrix_exp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_median_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_mm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_movedim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_mv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_narrow_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_narrow_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_native_dropout_backward_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_new_empty_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_new_empty_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_new_ones_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nextafter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_avg_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_avg_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_batch_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_conv3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_cross_entropy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_embedding_bag_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_hardswish_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_instance_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_interpolate_area_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_interpolate_linear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_interpolate_nearest_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_kl_div_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_leaky_relu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_max_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_max_unpool1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_max_unpool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_pad_constant_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_pixel_shuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_pixel_unshuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_relu6_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_softmin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_upsample_nearest_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nonzero_static_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_norm_fro_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_ormqr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_permute_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_qr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_rand_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_randint_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_randint_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_renorm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_reshape_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_reshape_cuda_float32, 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test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_softmax_with_dtype_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_softmin_with_dtype_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_randn_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_ravel_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_reciprocal_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_renorm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_reshape_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_roll_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_rot90_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_round_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_rsqrt_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_select_scatter_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_sin_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_sinc_cuda, 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test/test_ops.py::TestCommonCUDA::test_dtypes__refs_unfold_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_unsqueeze_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_unsqueeze_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_var_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_vdot_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_xlogy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__segment_reduce_lengths_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__unsafe_masked_index_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_acos_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_acosh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_addbmm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_addcmul_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_allclose_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_amax_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_aminmax_cuda, 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test/test_ops.py::TestCommonCUDA::test_errors_vdot_cuda, test/test_ops.py::TestCommonCUDA::test_errors_view_as_cuda, test/test_ops.py::TestCommonCUDA::test_errors_view_copy_cuda, test/test_ops.py::TestCommonCUDA::test_errors_view_cuda, test/test_ops.py::TestCommonCUDA::test_errors_vsplit_cuda, test/test_ops.py::TestCommonCUDA::test_errors_vstack_cuda, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_abs_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_acosh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_addcdiv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_addmm_decomposed_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_amin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_angle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_any_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_as_strided_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_atan_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_baddbmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_clamp_min_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_complex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_cos_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_cosh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_cummax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_deg2rad_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_div_trunc_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_empty_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_erfinv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_exp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_expm1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fft_fft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fft_hfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fft_ifft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fft_ifftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fft_ihfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_float_power_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_ge_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_geqrf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_gt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_histc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_igammac_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_index_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_index_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_index_reduce_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_index_select_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_inner_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_ldexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_cholesky_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_cross_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_det_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_eig_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_eigh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_inv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_ldl_factor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_ldl_factor_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_ldl_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_lstsq_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_lu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_lu_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_matrix_power_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_norm_subgradients_at_zero_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_pinv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_pinv_hermitian_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_solve_triangular_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_svd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_svdvals_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_vecdot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_log_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_logaddexp2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_logaddexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_logcumsumexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_logical_or_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_logspace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_lt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_lu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_max_binary_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_minimum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_mm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_nansum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_nn_functional_avg_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_nn_functional_gelu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_norm_inf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_norm_nuc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_permute_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_polygamma_polygamma_n_0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_polygamma_polygamma_n_1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_polygamma_polygamma_n_3_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_polygamma_polygamma_n_4_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_pow_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_remainder_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_scatter_reduce_amax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_scatter_reduce_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_scatter_reduce_sum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_sgn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_sigmoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_sign_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_sin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_sinc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_slice_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_bessel_j1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_bessel_y0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_chebyshev_polynomial_v_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_hermite_polynomial_h_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_hermite_polynomial_he_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_i0e_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_legendre_polynomial_p_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_log_ndtr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_ndtr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_xlog1py_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_split_with_sizes_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_sqrt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_square_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_svd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_take_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_transpose_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_triangular_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_triu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_zeros_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_T_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices___rdiv___cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices___rmod___cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices___rmod___cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices___rpow___cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices___rpow___cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices__batch_norm_with_update_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices__segment_reduce_lengths_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices__unsafe_masked_index_put_accumulate_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_acos_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_acosh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_addmm_decomposed_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_addr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_all_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_all_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_allclose_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_amin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_aminmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_angle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_argsort_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_argwhere_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_as_strided_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_as_strided_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_asin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_asinh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_atan_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_atleast_1d_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_atleast_3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_bfloat16_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_bitwise_not_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_bitwise_right_shift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_bitwise_xor_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_bool_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_bool_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_bucketize_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cdouble_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_chalf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_char_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cholesky_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_column_stack_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_conj_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_conj_physical_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cos_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cos_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cosh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_count_nonzero_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cross_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cummax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cummin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cumprod_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cumsum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cumulative_trapezoid_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_deg2rad_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_diag_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_diag_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_diagflat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_diagflat_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_diagonal_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_diff_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_dist_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_dsplit_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_dstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_empty_like_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_empty_permuted_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_empty_permuted_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_eq_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_erf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_erfinv_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_exp2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_expand_as_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_expand_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_exponential_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_eye_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_eye_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_fft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_fftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_fftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_fftshift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_hfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_hfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_hfftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_ifft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_ifftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_ihfft2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_ihfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_irfft2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_irfftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_rfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_rfftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_flatten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_flip_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_float_power_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_float_power_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fmax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fmin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fmod_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_frac_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_frexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_full_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_full_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_full_like_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_gather_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_gradient_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_gt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_half_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_half_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_histc_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_igamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_igammac_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_index_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_index_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_index_reduce_amax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_index_reduce_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_isclose_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_isin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_isin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_isreal_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_item_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_jiterator_binary_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_jiterator_binary_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_jiterator_binary_return_by_ref_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_jiterator_unary_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_kthvalue_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_lcm_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ldexp_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_le_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_cond_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_det_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_diagonal_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_eig_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_eigvals_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_householder_product_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_ldl_factor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_ldl_factor_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_matrix_power_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_pinv_hermitian_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_solve_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_solve_triangular_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_vander_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_vector_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log10_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log10_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log1p_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logaddexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logical_not_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logical_or_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logical_xor_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logspace_tensor_overload_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logsumexp_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_lt_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mH_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mT_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_argmin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_argmin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_cumprod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_cumsum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_fill_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_normalize_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_select_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_std_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_var_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_var_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_matmul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_matrix_exp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_max_reduction_no_dim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_max_reduction_with_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_max_reduction_with_dim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_median_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_meshgrid_list_of_tensors_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_min_binary_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_min_reduction_no_dim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_min_reduction_with_dim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_minimum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_minimum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_movedim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_msort_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nanquantile_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nansum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nansum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_narrow_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_native_dropout_backward_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_native_layer_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ne_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_neg_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_new_empty_strided_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_new_zeros_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_avg_pool1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_batch_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_conv2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_conv_transpose2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_cross_entropy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_ctc_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_dropout2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_dropout_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_embedding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_glu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_grid_sample_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_hardsigmoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_hardswish_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_hardtanh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_layer_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_linear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_margin_ranking_loss_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_max_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_max_unpool1d_grad_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_max_unpool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_max_unpool2d_grad_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_max_unpool3d_grad_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_multi_head_attention_forward_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_normalize_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_one_hot_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_pad_constant_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_pad_reflect_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_pairwise_distance_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_pairwise_distance_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_pdist_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_poisson_nll_loss_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_relu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_silu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_soft_margin_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_softmin_with_dtype_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_softsign_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_triplet_margin_loss_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_unfold_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_upsample_bilinear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nonzero_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nonzero_static_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ones_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_outer_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_pca_lowrank_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_permute_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_permute_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_pinverse_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_polar_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_polygamma_polygamma_n_0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_polygamma_polygamma_n_1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_polygamma_polygamma_n_3_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_positive_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_put_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_rad2deg_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_rad2deg_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_randint_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_randint_like_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_randn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_randn_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ravel_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ravel_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_real_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_real_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_repeat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_repeat_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_repeat_interleave_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_reshape_as_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_reshape_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_resize__cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_resolve_neg_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_round_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_round_decimals_0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_round_decimals_3_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_round_decimals_neg_3_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_scatter_reduce_amax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_scatter_reduce_amax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_scatter_reduce_amin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_scatter_reduce_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_scatter_reduce_mean_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_scatter_reduce_sum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_searchsorted_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_select_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_select_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_select_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_select_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sgn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sigmoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sigmoid_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sign_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_signal_windows_bartlett_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_signal_windows_cosine_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_signal_windows_general_cosine_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_signal_windows_general_hamming_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_signal_windows_hamming_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sinc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sinh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sinh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_slice_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_airy_ai_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_bessel_y0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_chebyshev_polynomial_u_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_chebyshev_polynomial_w_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_entr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_hermite_polynomial_h_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_hermite_polynomial_he_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_i0e_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_i1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_i1e_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_legendre_polynomial_p_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_log_ndtr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_modified_bessel_k0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_modified_bessel_k0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_ndtr_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_ndtri_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_scaled_modified_bessel_k0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_scaled_modified_bessel_k1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_shifted_chebyshev_polynomial_u_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_shifted_chebyshev_polynomial_v_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_spherical_bessel_j0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_zeta_cuda_int64, 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test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_heaviside_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_hstack_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_i0_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_index_put_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_isclose_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_isfinite_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_isinf_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_isposinf_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_jiterator_4inputs_with_extra_args_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_jiterator_binary_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_jiterator_unary_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_kron_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_linalg_diagonal_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_log10_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_log_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_log_softmax_with_dtype_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_mH_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_max_binary_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_maximum_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_mode_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_movedim_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_mul_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_nansum_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_narrow_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_ne_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_new_empty_strided_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_new_full_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_nn_functional_pad_constant_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_nonzero_static_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_ones_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_ones_like_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_outer_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_polygamma_polygamma_n_0_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_polygamma_polygamma_n_2_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_polygamma_polygamma_n_3_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_polygamma_polygamma_n_4_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_prod_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_reshape_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_resolve_conj_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_resolve_neg_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_roll_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_rot90_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_rsqrt_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_scatter_add_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_select_scatter_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_sigmoid_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_sort_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_airy_ai_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_chebyshev_polynomial_t_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_chebyshev_polynomial_u_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_chebyshev_polynomial_w_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_erfcx_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_laguerre_polynomial_l_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_modified_bessel_i0_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_ndtr_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_xlog1py_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_sqrt_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_sum_to_size_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_take_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_to_sparse_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_transpose_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_tril_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_triu_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_unflatten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_unfold_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_unsafe_split_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_unsqueeze_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_view_as_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_view_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_vstack_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_xlogy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_zeros_cuda_bool, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_H_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_T_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples___radd___cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples___radd___cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples___rdiv___cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples___rmatmul___cuda_complex64, 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test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_acos_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_addbmm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_allclose_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_amax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_amin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_amin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_any_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_argsort_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_argwhere_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_partial_views_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_asinh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_asinh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_atanh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_atanh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_atanh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_atleast_2d_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_atleast_3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_block_diag_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_bool_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_broadcast_shapes_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_broadcast_tensors_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_broadcast_tensors_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_byte_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cartesian_prod_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_chalf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_char_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_char_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cholesky_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cholesky_solve_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cholesky_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_chunk_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_clamp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_clamp_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_clamp_max_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_clamp_min_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_clone_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_column_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_column_stack_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_combinations_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_combinations_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_complex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_conj_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_conj_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_conj_physical_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_constant_pad_nd_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_constant_pad_nd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_contiguous_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_copysign_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_count_nonzero_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cov_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cross_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cross_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cross_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cummin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cumulative_trapezoid_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_deg2rad_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_diag_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_diag_embed_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_diag_embed_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_diagflat_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_diagonal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_diagonal_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_diagonal_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_diff_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_diff_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_dot_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_dsplit_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_dsplit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_dsplit_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_dstack_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_einsum_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_einsum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_empty_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_empty_like_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_empty_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_eq_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_erf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_erf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_erfinv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_expand_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_expm1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_expm1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_eye_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_fft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_fftshift_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_hfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_hfft2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_hfft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_ifft2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_ifft_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_ifft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_ifft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_ifftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_ifftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_ifftshift_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_ifftshift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_ihfftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_irfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_irfft_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_irfftn_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_rfft2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_rfft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_rfftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fill_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fill_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fill_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_flatten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fliplr_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fliplr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_float_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_float_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_floor_divide_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fmax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fmin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fmod_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_full_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_full_like_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_gather_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_ge_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_ge_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_geqrf_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_geqrf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_gradient_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_gt_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_heaviside_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_histc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_hsplit_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_hstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_i0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_igamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_imag_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_index_add_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_index_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_index_fill_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_index_reduce_amax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_index_reduce_amax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_index_reduce_prod_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_index_select_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_int_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_isin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_isinf_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_isinf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_isinf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_isnan_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_isreal_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_istft_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_item_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_jiterator_4inputs_with_extra_args_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_jiterator_4inputs_with_extra_args_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_jiterator_binary_return_by_ref_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_jiterator_unary_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_jiterator_unary_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_le_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_le_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_lerp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_cholesky_ex_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_diagonal_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_diagonal_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_eigh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_eigvals_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_eigvalsh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_lstsq_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_lu_factor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_lu_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_matrix_power_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_multi_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_pinv_singular_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_pinv_singular_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_qr_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_qr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_solve_ex_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_solve_triangular_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_svd_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_svd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_tensorinv_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_vander_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_vecdot_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_vector_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_log10_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_log1p_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_log1p_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_log2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_log2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_log_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_log_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_log_softmax_with_dtype_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_logaddexp2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_logaddexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_logcumsumexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_logdet_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_logical_and_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_logical_or_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_logspace_tensor_overload_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_logsumexp_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_logsumexp_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_lt_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_lu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_lu_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_lu_unpack_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_mH_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_argmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_cumprod_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_cumsum_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_fill_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_log_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_logsumexp_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_median_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_normalize_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_select_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_select_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_select_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_std_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_sum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_sum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_var_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_max_reduction_no_dim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_max_reduction_with_dim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_maximum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_median_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_meshgrid_list_of_tensors_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_minimum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_mode_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_movedim_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_msort_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_mul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_mv_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nanmedian_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nansum_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nansum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_narrow_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_ne_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_neg_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_new_empty_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_new_empty_strided_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_new_empty_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_new_empty_strided_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_new_full_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_new_full_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_new_ones_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_new_ones_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_new_zeros_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_avg_pool3d_cuda_float32, 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test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pad_replicate_negative_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pairwise_distance_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pairwise_distance_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pixel_shuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pixel_unshuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_rms_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_selu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_smooth_l1_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_softmin_with_dtype_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_softplus_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_softsign_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_triplet_margin_with_distance_loss_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_upsample_bilinear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nonzero_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nonzero_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nonzero_static_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nonzero_static_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_norm_cuda_float32, 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test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_polygamma_polygamma_n_3_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_positive_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_positive_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_pow_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_prod_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_put_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_put_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_qr_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_rand_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_real_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_reciprocal_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_remainder_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_repeat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_repeat_interleave_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_reshape_as_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_reshape_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_reshape_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_resize__cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_resize__cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_resize_as__cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_resolve_conj_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_resolve_conj_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_resolve_neg_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_roll_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_rot90_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_round_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_rsqrt_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_rsqrt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_rsqrt_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scalar_tensor_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_add_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_add_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_reduce_amin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_reduce_amin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_reduce_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_reduce_sum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_select_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_select_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sgn_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sgn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sgn_cuda_int64, 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test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_slice_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sort_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sparse_sampled_addmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_bessel_j0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_bessel_j1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_bessel_j1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_bessel_y1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_erfcx_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_hermite_polynomial_h_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_hermite_polynomial_h_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_i1e_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_laguerre_polynomial_l_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_legendre_polynomial_p_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_modified_bessel_i0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_modified_bessel_k0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_modified_bessel_k1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_ndtri_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_scaled_modified_bessel_k0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_scaled_modified_bessel_k1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_shifted_chebyshev_polynomial_t_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_shifted_chebyshev_polynomial_u_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_shifted_chebyshev_polynomial_v_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_shifted_chebyshev_polynomial_w_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_spherical_bessel_j0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_split_list_args_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_split_with_sizes_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_split_with_sizes_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_split_with_sizes_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_split_with_sizes_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sqrt_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_square_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_squeeze_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_squeeze_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_squeeze_multiple_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_squeeze_multiple_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_squeeze_multiple_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_stack_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_std_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_std_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_std_mean_unbiased_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_std_unbiased_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_stft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sum_to_size_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_svd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_t_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_take_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_take_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_take_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tan_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tanh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tensor_split_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tensor_split_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tensordot_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tile_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tile_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_to_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_to_sparse_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_transpose_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_transpose_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_trapz_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tril_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_triu_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_trunc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_trunc_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_unfold_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_unfold_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_unfold_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_unique_consecutive_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_unique_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_unique_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_unravel_index_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_unsqueeze_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_var_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_var_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_var_mean_unbiased_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_var_unbiased_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_vdot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_view_as_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_view_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_view_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_view_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_vstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_xlogy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_zeros_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_zeros_like_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_addbmm_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_allclose_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_allclose_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_argwhere_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_broadcast_tensors_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_broadcast_tensors_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_clone_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_diag_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_diagflat_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_diff_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_diff_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_equal_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_item_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_jiterator_2inputs_2outputs_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_linalg_cross_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_linalg_vander_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_meshgrid_variadic_tensors_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_nn_functional_conv_transpose1d_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_nn_functional_conv_transpose2d_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_nn_functional_conv_transpose3d_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_nn_functional_gelu_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_nn_functional_mse_loss_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_nn_functional_smooth_l1_loss_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_permute_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_ravel_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_searchsorted_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_signal_windows_cosine_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_signal_windows_hann_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_squeeze_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_squeeze_multiple_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_squeeze_multiple_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_tile_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_tile_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_transpose_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_triu_indices_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_unbind_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_unbind_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_unbind_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_view_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_where_cuda_int64, test/test_ops.py::TestCommonCUDA::test_out_T_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out___getitem___cuda_float32, test/test_ops.py::TestCommonCUDA::test_out___rand___cuda_int64, test/test_ops.py::TestCommonCUDA::test_out___rpow___cuda_float32, test/test_ops.py::TestCommonCUDA::test_out___rsub___cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__chunk_cat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_T_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs__conversions_bfloat16_cuda_float32, 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test/test_ops.py::TestCommonCUDA::test_out__refs_bitwise_right_shift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_out__refs_bitwise_xor_cuda_int64, test/test_ops.py::TestCommonCUDA::test_out__refs_broadcast_shapes_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_broadcast_tensors_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_cauchy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_ceil_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_clamp_min_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_conj_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_constant_pad_nd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_copysign_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_cos_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_count_nonzero_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_cumprod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_diagonal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_diagonal_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_digamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_div_trunc_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_dstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_erfinv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_exp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_expand_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_eye_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_fft_fft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_fft_fftshift_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_fft_hfft2_cuda_float32, 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test/test_ops.py::TestCommonCUDA::test_out__refs_index_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_isfinite_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_isnan_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_isreal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_item_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_le_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_linalg_diagonal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_linalg_matrix_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_linalg_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_linspace_tensor_overload_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_log10_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_log1p_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_log2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_logical_not_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_masked_fill_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_maximum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_minimum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_narrow_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_new_empty_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_new_empty_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_celu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_dropout_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_mse_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_pixel_shuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_smooth_l1_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_threshold_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_permute_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_pow_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_real_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_renorm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_repeat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_reshape_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_rot90_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_rsqrt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_select_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_sinc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_special_bessel_j0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_special_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_special_spherical_bessel_j0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_special_xlog1py_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_special_zeta_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_square_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_std_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_sub_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_t_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_tan_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_tensor_split_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_to_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_trace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_transpose_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_unbind_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_unsqueeze_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_var_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_vdot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_vsplit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_acos_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_acosh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_addbmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_addcdiv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_addcmul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_addmm_decomposed_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_addmv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_all_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_amax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_amin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_aminmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_angle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_any_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_arange_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_argmin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_as_strided_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_asinh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_atleast_1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_atleast_2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_atleast_3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_bernoulli_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_bfloat16_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_bincount_cuda_int64, test/test_ops.py::TestCommonCUDA::test_out_bitwise_left_shift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_out_bitwise_right_shift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_out_block_diag_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_bucketize_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_cat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_ceil_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_char_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_cholesky_inverse_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_cholesky_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_clamp_max_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_clone_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_complex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_contiguous_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_cosh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_cov_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_cumulative_trapezoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_deg2rad_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_diff_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_dist_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_empty_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_eq_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_erfc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_erfinv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_eye_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_fft_fft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_fft_fftshift_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_fft_ihfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_fft_irfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_fft_irfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_fft_rfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_flipud_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_float_power_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_fmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_frexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_gather_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_ge_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_geometric_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_half_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_histc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_index_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_index_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_index_fill_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_index_reduce_amax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_inner_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_integral_dtype__refs_sum_cuda_int16, test/test_ops.py::TestCommonCUDA::test_out_isinf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_isneginf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_isposinf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_istft_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_jiterator_binary_return_by_ref_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_jiterator_unary_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_kron_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_le_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_lerp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_cholesky_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_eigvalsh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_householder_product_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_lstsq_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_lu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_lu_factor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_lu_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_matrix_rank_hermitian_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_multi_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_pinv_singular_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_qr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_slogdet_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_tensorsolve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_vecdot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linspace_tensor_overload_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_log10_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_log1p_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_logspace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_lt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_lu_unpack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_mT_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_masked_argmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_masked_argmin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_masked_median_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_masked_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_masked_normalize_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_masked_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_masked_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_masked_std_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_masked_sum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_masked_var_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_matmul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_max_reduction_no_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_max_reduction_with_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_maximum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_movedim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_mul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_multinomial_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_mv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nan_to_num_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nanmedian_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_native_layer_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_ne_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_new_full_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_new_zeros_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_alpha_dropout_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_avg_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_channel_shuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_conv2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_conv_transpose1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_dropout2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_dropout_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_embedding_bag_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_embedding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_gaussian_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_gelu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_glu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_hardsigmoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_instance_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_interpolate_area_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_interpolate_bicubic_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_interpolate_trilinear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_kl_div_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_layer_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_linear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_local_response_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_margin_ranking_loss_cuda_float32, 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test/test_ops.py::TestCommonCUDA::test_out_nn_functional_smooth_l1_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_softmin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_softmin_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_softshrink_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_triplet_margin_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_unfold_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_norm_fro_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_norm_inf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_normal_number_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_ones_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_pca_lowrank_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_permute_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_permute_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_polygamma_polygamma_n_0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_polygamma_polygamma_n_1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_positive_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_put_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_quantile_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_rad2deg_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_randint_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_ravel_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_reciprocal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_repeat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_abs_cuda_float32, 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test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_fft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_hfft2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_hfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_ifftn_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_irfft2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_irfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_floor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_full_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_full_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_gather_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_i0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_index_add_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_index_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_index_reduce_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_index_select_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_inner_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_inner_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_ldexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_lerp_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_lgamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_cholesky_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_cond_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_cross_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_eigh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_eigvals_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_eigvalsh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_inv_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_inv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_inv_ex_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_lstsq_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_lu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_lu_factor_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_matrix_power_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_matrix_power_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_multi_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_norm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_norm_subgradients_at_zero_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_qr_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_solve_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_svdvals_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_tensorinv_cuda_complex64, 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test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_unique_consecutive_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_unique_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_unsafe_split_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_unsqueeze_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_var_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_var_unbiased_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_view_as_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_view_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_view_cuda_float32, test/test_ops.py::TestMathBitsCUDA::test_conj_view___getitem___cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view___rmatmul___cuda_complex64, 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test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_expand_as_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_expm1_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_eye_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_fft_fft2_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_fft_hfft2_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_fft_ifft2_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_hsplit_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_imag_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_index_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_index_fill_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_istft_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_linalg_cross_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_linalg_norm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_linalg_svdvals_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_linalg_vecdot_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_log10_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_log_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_logical_and_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_logspace_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_logspace_tensor_overload_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_logsumexp_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_meshgrid_variadic_tensors_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_mul_cuda_complex64, 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test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_pow_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_real_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_reciprocal_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_renorm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_reshape_as_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_reshape_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_rsqrt_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_sinc_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_split_with_sizes_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_squeeze_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_sum_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_tanh_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_true_divide_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_unflatten_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_view_as_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_vsplit_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__unsafe_masked_index_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_addmm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_addr_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_allclose_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_angle_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_as_strided_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_atanh_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_broadcast_to_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cartesian_prod_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cat_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cdouble_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cholesky_inverse_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_clone_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_conj_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_conj_physical_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_constant_pad_nd_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cos_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cosh_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cumprod_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cumsum_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_diag_cuda_complex64, 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test/test_ops.py::TestMathBitsCUDA::test_conj_view_half_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_hsplit_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_imag_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_index_put_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_inner_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_isfinite_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_isreal_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_istft_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_item_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_kron_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_det_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_eig_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_eigvalsh_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_householder_product_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_lu_factor_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_matrix_power_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_multi_dot_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_qr_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_solve_ex_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_svd_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_tensorinv_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_vecdot_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_vector_norm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_log1p_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_log2_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_logcumsumexp_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_logical_or_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_logspace_tensor_overload_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_long_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_masked_normalize_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_masked_select_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_masked_std_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_masked_var_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_meshgrid_list_of_tensors_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_mm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_movedim_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_narrow_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_ne_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_neg_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_new_empty_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_new_empty_strided_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_new_zeros_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_conv1d_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_conv3d_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_feature_alpha_dropout_without_train_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_pad_circular_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_pad_constant_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_pad_replicate_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_pad_replicate_negative_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_rms_norm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_norm_inf_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_permute_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_positive_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_prod_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_qr_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_rand_like_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_randn_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_ravel_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_reciprocal_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_resize__cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_resolve_conj_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_rsqrt_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_select_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sin_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sinc_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sinh_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sparse_sampled_addmm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_split_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_split_with_sizes_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sum_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_svd_lowrank_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_t_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_tan_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_tile_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_to_sparse_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_trace_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_transpose_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_trapz_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_triu_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_unfold_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_unsafe_chunk_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_var_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_vdot_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_view_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_vstack_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_where_cuda_complex64, 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test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_linalg_cross_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_linalg_matrix_norm_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_linalg_norm_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_linalg_vecdot_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_linspace_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_log2_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_meshgrid_list_of_tensors_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_narrow_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_ne_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_new_empty_strided_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_new_full_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_new_zeros_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_nn_functional_l1_loss_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_nn_functional_log_softmax_with_dtype_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_nn_functional_pixel_unshuffle_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_nn_functional_softmin_with_dtype_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_nn_functional_triplet_margin_loss_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_normal__in_place_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_ones_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_permute_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_ravel_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_repeat_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_reshape_as_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_roll_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_rot90_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_rsub_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_sigmoid_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_softmax_with_dtype_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_special_log_softmax_with_dtype_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_std_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_sub_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_tensor_split_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_unbind_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_unfold_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_unsqueeze_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_var_mean_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_view_as_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_view_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_where_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_zeros_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_abs_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_add_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_addbmm_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_addr_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_allclose_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_any_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_as_strided_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_as_strided_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_as_strided_partial_views_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_as_strided_scatter_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_asinh_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_atan_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_atleast_3d_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_bfloat16_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_broadcast_to_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_cartesian_prod_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_cfloat_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_chalf_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_cholesky_inverse_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_chunk_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_conj_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_cov_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_cumprod_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_cumsum_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_diag_embed_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_diagonal_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_diff_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_dist_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_einsum_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_empty_strided_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_expand_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_expm1_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_eye_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fft_hfft2_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fft_ifftshift_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fft_irfft2_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fft_irfft_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fill_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fliplr_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_float_power_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_full_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_gather_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_half_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_hsplit_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_imag_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_index_fill_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_index_put_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_int_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_isfinite_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_isinf_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_istft_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_jiterator_binary_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_kron_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_lerp_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_cholesky_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_cholesky_ex_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_cond_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_eigvals_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_ldl_factor_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_ldl_solve_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_lstsq_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_lstsq_grad_oriented_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_lu_factor_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_lu_solve_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_matrix_power_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_matrix_rank_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_multi_dot_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_norm_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_pinv_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_qr_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_svd_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_tensorinv_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linspace_tensor_overload_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_log1p_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_log2_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_log_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_logical_and_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_logical_or_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_lu_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_lu_solve_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_cumprod_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_std_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_sum_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_var_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_matrix_exp_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_mv_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_narrow_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_ne_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_neg_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_new_empty_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_conv1d_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_conv2d_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_conv_transpose2d_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_feature_alpha_dropout_without_train_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_normalize_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_pad_replicate_negative_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_pairwise_distance_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_rms_norm_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_silu_complex_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nonzero_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nonzero_static_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_ones_like_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_ormqr_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_pca_lowrank_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_pow_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_put_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_qr_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_randn_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_real_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_renorm_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_reshape_as_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_resize__cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_scalar_tensor_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_scatter_add_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_sin_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_split_with_sizes_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_square_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_squeeze_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_stack_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_std_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_std_unbiased_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_take_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_tanh_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_tensor_split_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_tensordot_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_transpose_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_trapz_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_triu_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_true_divide_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_unbind_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_unfold_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_unsafe_chunk_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_unsafe_split_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_unsqueeze_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_var_mean_unbiased_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_var_unbiased_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_zeros_like_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_view_H_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view___rdiv___cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view___rmod___cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view___rpow___cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_T_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs__conversions_cdouble_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs__conversions_chalf_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs__conversions_float_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs__conversions_polar_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs__conversions_short_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_acos_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_acosh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_all_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_atan_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_atanh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_atleast_2d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_broadcast_tensors_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_cat_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_chunk_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_clamp_max_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_conj_physical_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_cumsum_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_dot_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_dstack_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_empty_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_equal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_erfc_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_erfinv_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_exp2_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_exp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_expand_as_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_expand_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_expand_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_expm1_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_fft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_ifft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_irfft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fill_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_flatten_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fliplr_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fmax_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_hypot_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_igamma_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_index_add_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_index_select_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_isinf_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_isnan_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_isneginf_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_isposinf_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_isreal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_linalg_cross_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_linalg_diagonal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_linalg_svdvals_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_linalg_vector_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_linspace_tensor_overload_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_log10_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_log1p_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_logical_not_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_logspace_tensor_overload_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_lt_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_mean_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nan_to_num_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_narrow_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_ne_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nextafter_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_alpha_dropout_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_channel_shuffle_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_dropout_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_group_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_hinge_embedding_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_huber_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_log_softmax_with_dtype_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_margin_ranking_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_nll_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_pairwise_distance_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_pdist_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_pixel_shuffle_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_smooth_l1_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_tanhshrink_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_triplet_margin_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_permute_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_pow_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_prod_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_rad2deg_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_randn_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_ravel_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_reciprocal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_remainder_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_repeat_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_rot90_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_rsub_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_sgn_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_sigmoid_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_signbit_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_sin_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_sinc_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_bessel_j1_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_entr_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_i0e_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_softmax_with_dtype_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_xlog1py_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_split_with_sizes_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_squeeze_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_std_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_stft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_take_along_dim_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_trace_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_trunc_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_unflatten_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_unfold_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_unfold_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_var_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_var_mean_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_view_as_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_view_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_where_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_xlogy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__segment_reduce_lengths_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__softmax_backward_data_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__unsafe_masked_index_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_acosh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_addbmm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_addmm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_addmm_decomposed_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_addr_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_all_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_aminmax_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_arange_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_argwhere_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_as_strided_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_as_strided_scatter_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_asin_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_asinh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_atleast_1d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_atleast_3d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_bfloat16_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_block_diag_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_bmm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cartesian_prod_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cdist_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cfloat_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_chalf_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cholesky_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cholesky_solve_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_chunk_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_clamp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_clamp_max_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_clamp_min_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_clone_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_column_stack_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_combinations_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_conj_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_conj_physical_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_constant_pad_nd_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_corrcoef_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cos_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_count_nonzero_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cummax_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_diagonal_scatter_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_diff_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_dsplit_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_empty_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_empty_permuted_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_empty_strided_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_erfc_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_exponential_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_eye_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_hfft2_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_hfft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_irfft2_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_rfft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fliplr_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fmod_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_full_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_geometric_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_gt_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_heaviside_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_hsplit_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_i0_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_igamma_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_igammac_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_index_add_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_index_fill_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_inner_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_int_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_isposinf_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_isreal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_jiterator_binary_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_det_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_eig_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_eigvalsh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_lstsq_grad_oriented_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_lu_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_lu_factor_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_norm_subgradients_at_zero_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_pinv_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_qr_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_svdvals_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_vander_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_vecdot_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_vector_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_log_normal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_log_softmax_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_logical_xor_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_logspace_tensor_overload_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_long_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_lu_unpack_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_argmax_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_fill_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_logaddexp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_scatter_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_sum_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_var_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_matrix_exp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_max_pool2d_with_indices_backward_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_mean_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_meshgrid_variadic_tensors_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_minimum_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_mv_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nanmean_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nanmedian_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nansum_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_native_batch_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_new_empty_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_adaptive_avg_pool2d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_adaptive_max_pool1d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_adaptive_max_pool2d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_avg_pool1d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_avg_pool2d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_avg_pool3d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_binary_cross_entropy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_conv2d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_conv3d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_cosine_similarity_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_cross_entropy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_ctc_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_dropout2d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_elu_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_feature_alpha_dropout_with_train_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_feature_alpha_dropout_without_train_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_gaussian_nll_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_gelu_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_grid_sample_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_hardsigmoid_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_huber_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_instance_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_interpolate_nearest_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_kl_div_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_margin_ranking_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_max_pool3d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_max_unpool3d_grad_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_mse_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_pad_circular_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_pad_replicate_negative_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_pixel_unshuffle_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_poisson_nll_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_prelu_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_rrelu_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_silu_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_smooth_l1_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_soft_margin_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_softmin_with_dtype_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_softshrink_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_softsign_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_threshold_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_upsample_bilinear_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nonzero_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_norm_nuc_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_normal_in_place_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_permute_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_prod_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_quantile_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_rad2deg_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_randint_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_randn_like_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_real_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_remainder_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_repeat_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_reshape_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_round_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_round_decimals_3_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_round_decimals_neg_3_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_scatter_reduce_sum_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_sigmoid_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_blackman_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_cosine_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_gaussian_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_general_hamming_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_kaiser_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signbit_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_sin_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_sinh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_slice_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_softmax_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_sparse_sampled_addmm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_airy_ai_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_bessel_j0_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_bessel_y0_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_bessel_y1_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_chebyshev_polynomial_v_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_chebyshev_polynomial_w_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_erfcx_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_hermite_polynomial_h_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_i0e_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_laguerre_polynomial_l_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_ndtr_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_shifted_chebyshev_polynomial_u_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_split_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_split_with_sizes_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_split_with_sizes_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_sqrt_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_squeeze_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_squeeze_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_squeeze_multiple_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_std_mean_unbiased_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_stft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_take_along_dim_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_tan_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_tanh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_tensordot_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_to_sparse_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_topk_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_trace_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_transpose_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_trapz_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_triangular_solve_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_tril_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_unique_consecutive_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_unsqueeze_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_var_mean_unbiased_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_vdot_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_view_as_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_view_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_vsplit_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_vstack_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_where_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_zero__cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_fake___radd___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake___rand___cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake___rdiv___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake___rmul___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake___rpow___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake___rxor___cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake__segment_reduce_lengths_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake__unsafe_masked_index_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake__unsafe_masked_index_put_accumulate_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake__upsample_bilinear2d_aa_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_add_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_addbmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_addmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_addmm_decomposed_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_addmv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_addr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_angle_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_arange_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_argmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_argsort_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_asinh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_atan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_atleast_1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast___rmod___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast___rpow___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast___rsub___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast___rxor___cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast__segment_reduce_offsets_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast__unsafe_masked_index_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_add_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_addcdiv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_all_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_aminmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_argmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_as_strided_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_as_strided_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_asin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_atan2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_atleast_2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_bernoulli_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_bfloat16_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_broadcast_shapes_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_broadcast_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_bucketize_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cfloat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_clone_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_contiguous_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cosh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cov_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cross_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cummax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_deg2rad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_diag_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_diagonal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_diff_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_div_floor_rounding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_div_trunc_rounding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_dot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_empty_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_eq_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_erfc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_erfinv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_exp2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_expand_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_expand_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_eye_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_fftshift_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_ifft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_ifftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_ihfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_ihfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_irfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_irfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_rfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_flip_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_flipud_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_frexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_gather_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_geqrf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_grid_sampler_2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_histc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_hstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_hypot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_igamma_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_igammac_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_index_put_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_index_reduce_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_index_reduce_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_isclose_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_isin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_isposinf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_istft_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_item_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_jiterator_unary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_lcm_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_le_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_lgamma_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_cond_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_eigvals_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_eigvalsh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_householder_product_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_inv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_inv_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_lstsq_grad_oriented_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_lu_factor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_lu_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_matrix_rank_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_matrix_rank_hermitian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_pinv_singular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_slogdet_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_solve_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_solve_triangular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_svd_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_tensorinv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linspace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_log10_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_log2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_log_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_logaddexp2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_logdet_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_logical_and_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_mT_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_log_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_normalize_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_std_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_var_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_matmul_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_max_reduction_no_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_max_reduction_with_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_min_binary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_minimum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_mode_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_msort_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_mul_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nanquantile_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_narrow_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_narrow_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_ne_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_neg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_new_empty_strided_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_new_ones_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_new_zeros_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_avg_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_dropout2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_elu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_embedding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_fractional_max_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_gaussian_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_gelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_glu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_grid_sample_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_hardswish_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_interpolate_area_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_interpolate_linear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_interpolate_nearest_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_layer_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_linear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_max_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_max_unpool1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_max_unpool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_max_unpool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_max_unpool3d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_mish_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_multilabel_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_one_hot_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_pad_reflect_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_pad_replicate_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_pixel_shuffle_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_prelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_relu6_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_relu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_rms_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_smooth_l1_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_softmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_softmin_with_dtype_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_softplus_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_softshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_threshold_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_upsample_nearest_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nonzero_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_norm_fro_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_norm_inf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_norm_nuc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_normal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_normal_in_place_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_ones_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_pinverse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_polar_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_polygamma_polygamma_n_1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_polygamma_polygamma_n_2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_put_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_qr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_quantile_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_rad2deg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_rand_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_randint_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_remainder_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_reshape_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_reshape_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_roll_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_round_decimals_0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_round_decimals_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_round_decimals_neg_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_scalar_tensor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_sigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_bartlett_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_blackman_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_cosine_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_hann_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_nuttall_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_sin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_slice_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_slice_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_sort_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_chebyshev_polynomial_w_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_entr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_erfcx_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_i0e_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_i1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_i1e_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_laguerre_polynomial_l_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_modified_bessel_i0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_scaled_modified_bessel_k1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_xlog1py_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_std_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_take_along_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_take_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_tensordot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_tile_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_to_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_to_sparse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_trace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_triu_indices_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_trunc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_unbind_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_uniform_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_unique_consecutive_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_unravel_index_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_var_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_var_mean_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_view_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_where_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_xlogy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_zero__cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_zeros_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_bernoulli_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_bitwise_and_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_bool_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_broadcast_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_byte_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_cauchy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_cholesky_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_cholesky_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_clone_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_combinations_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_conj_physical_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_constant_pad_nd_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_contiguous_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_copysign_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp___getitem___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp___rdiv___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp___rmod___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp___rmul___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp___rsub___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp__segment_reduce_lengths_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp__segment_reduce_offsets_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp__unsafe_masked_index_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp__upsample_bilinear2d_aa_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_abs_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_as_strided_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_asin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_asinh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_baddbmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_broadcast_to_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cdist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cdouble_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_clamp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_complex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_conj_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_conj_physical_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cov_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cummax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cummin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_deg2rad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_diag_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_digamma_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_div_floor_rounding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_dsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_erfinv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_expand_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_expand_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_expm1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_fftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_hfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_ifftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_ifftshift_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_ihfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fill_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_flatten_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_flipud_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_float_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_float_power_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fmod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_gather_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_gradient_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_hsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_hstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_index_put_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_index_reduce_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_cholesky_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_eigh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_eigvals_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_lstsq_grad_oriented_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_lu_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_qr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_slogdet_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_solve_triangular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_svdvals_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_vander_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_log10_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_logaddexp2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_logaddexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_logcumsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_logsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_lu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_fill_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_logsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_softmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_std_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_matmul_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_max_pool2d_with_indices_backward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_max_reduction_with_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_min_binary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_mm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_mode_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_msort_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nanquantile_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_native_dropout_backward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_channel_shuffle_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_conv3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_conv_transpose2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_conv_transpose3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_cosine_embedding_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_dropout_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_embedding_bag_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_embedding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_gelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_instance_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_interpolate_area_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_kl_div_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_leaky_relu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_logsigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_max_unpool2d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_max_unpool3d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_mse_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_multi_head_attention_forward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_multilabel_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_pad_circular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_pad_constant_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_pad_replicate_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_pad_replicate_negative_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_prelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_rms_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_silu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_smooth_l1_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_softmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_softsign_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_tanhshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_upsample_nearest_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_norm_fro_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_norm_nuc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_normal_number_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_outer_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_pinverse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_polar_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_polygamma_polygamma_n_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_positive_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_put_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_quantile_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_rad2deg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_ravel_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_real_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_reciprocal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_renorm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_repeat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_reshape_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_round_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_round_decimals_neg_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_sign_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_slice_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_sparse_mm_reduce_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_sparse_sampled_addmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_special_i1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_special_log_ndtr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_special_ndtri_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_special_xlog1py_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_split_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_split_list_args_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_split_with_sizes_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_sum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_svd_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_svd_lowrank_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_t_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_tan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_tanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_topk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_transpose_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_transpose_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_tril_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_triu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_trunc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_unsafe_chunk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_view_as_complex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_view_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_H_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_T_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp___getitem___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp___rmod___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp__segment_reduce_lengths_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp__segment_reduce_offsets_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp__softmax_backward_data_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp__unsafe_masked_index_put_accumulate_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp__upsample_bilinear2d_aa_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_abs_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_acos_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_addr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_alias_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_as_strided_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_as_strided_partial_views_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_as_strided_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_asin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_atanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_atleast_1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_broadcast_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_broadcast_to_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cdist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cdouble_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_ceil_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cfloat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cholesky_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_clamp_min_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_combinations_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_complex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_conj_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_contiguous_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cos_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cosh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cumprod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_diagonal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_dist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_div_floor_rounding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_dot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_dstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_expand_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_fftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_fftshift_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_hfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_ihfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_irfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_rfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_rfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_flatten_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_flip_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fliplr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_float_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_frac_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_hstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_index_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_index_put_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_kthvalue_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_det_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_eigvals_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_householder_product_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_lu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_pinv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_pinv_singular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_slogdet_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_solve_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_vecdot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_vector_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_logaddexp2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_logcumsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_logsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_lu_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_cumprod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_fill_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_normalize_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_matmul_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_matrix_exp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_max_reduction_no_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_meshgrid_variadic_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_min_binary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nansum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_narrow_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_native_dropout_backward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_native_layer_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_alpha_dropout_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_avg_pool1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_avg_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_batch_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_bilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_binary_cross_entropy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_channel_shuffle_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_conv_transpose2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_cosine_embedding_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_cosine_similarity_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_cross_entropy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_ctc_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_dropout2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_elu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_fractional_max_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_hardsigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_interpolate_area_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_interpolate_bilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_interpolate_linear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_interpolate_trilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_kl_div_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_max_unpool2d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_max_unpool3d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_mse_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_pdist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_pixel_shuffle_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_pixel_unshuffle_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_silu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_softshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_softsign_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_unfold_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_upsample_bilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_upsample_nearest_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_norm_fro_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_norm_inf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_norm_nuc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_normal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_pca_lowrank_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_pinverse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_polar_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_polygamma_polygamma_n_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_polygamma_polygamma_n_4_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_pow_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_quantile_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_ravel_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_real_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_remainder_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_reshape_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_resolve_conj_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_roll_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_rsub_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_scatter_reduce_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_sin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_sinh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_slice_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_softmax_with_dtype_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_sort_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_sparse_sampled_addmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_special_ndtri_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_sqrt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_std_mean_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_svd_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_t_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_t_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_tan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_tanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_tensor_split_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_to_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_trace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_transpose_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_transpose_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_trapezoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_trapz_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_unbind_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_unsafe_split_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_unsqueeze_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_unsqueeze_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_vdot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_view_as_complex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_vsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_cumsum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_cumulative_trapezoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_diag_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_diagonal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_diagonal_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_dist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_dot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_double_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_empty_permuted_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_exp2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_expm1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_eye_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fft_fftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fft_ifftshift_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fft_ihfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fliplr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_floor_divide_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_frac_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_frexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_geqrf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_gradient_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_grid_sampler_2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_gt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_half_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_heaviside_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_hsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_hstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_igammac_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_imag_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_fake_index_add_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_index_put_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_index_reduce_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_index_reduce_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_jiterator_unary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_kthvalue_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_lcm_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_cholesky_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_cholesky_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_cond_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_cross_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_det_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_eigh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_eigvals_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_ldl_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_lstsq_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_lu_factor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_matrix_power_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_multi_dot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_pinv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_slogdet_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_solve_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_tensorinv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linspace_tensor_overload_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_log1p_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_log2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_log_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_log_normal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logaddexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logcumsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logical_not_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logspace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_long_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_lt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mT_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_cumprod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_cumsum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_fill_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_log_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_max_pool2d_with_indices_backward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_maximum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_median_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_minimum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_msort_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_multinomial_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nan_to_num_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_neg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_new_full_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_new_ones_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_batch_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_binary_cross_entropy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_conv1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_conv2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_conv_transpose1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_cosine_embedding_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_cross_entropy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_ctc_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_elu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_embedding_bag_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_gaussian_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_grid_sample_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_hardsigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_interpolate_area_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_interpolate_nearest_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_layer_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_local_response_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_max_unpool1d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_mse_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_multi_head_attention_forward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_pad_circular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_pad_replicate_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_pdist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_pixel_shuffle_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_relu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_rms_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_rrelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_selu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_silu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_smooth_l1_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_softmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_softplus_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_tanhshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_norm_fro_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_normal_number_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_ones_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_ormqr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_outer_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_pca_lowrank_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_permute_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_pinverse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_polar_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_polygamma_polygamma_n_0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_pow_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_randint_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_randint_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_real_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_reshape_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_round_decimals_neg_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_scatter_add_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_scatter_reduce_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_scatter_reduce_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_searchsorted_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_short_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_blackman_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_gaussian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_hann_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_sinc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_slice_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_softmax_with_dtype_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_sort_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_sparse_sampled_addmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_airy_ai_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_chebyshev_polynomial_u_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_chebyshev_polynomial_v_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_chebyshev_polynomial_w_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_i1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_i1e_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_legendre_polynomial_p_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_modified_bessel_i0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_scaled_modified_bessel_k0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_spherical_bessel_j0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_zeta_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_split_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_split_with_sizes_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_square_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_squeeze_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_squeeze_multiple_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_std_mean_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_stft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_t_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_tensor_split_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_tile_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_torch__scaled_mm_cuda_float8_e4m3fn, test/test_ops.py::TestFakeTensorCUDA::test_fake_transpose_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_tril_indices_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_triu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_triu_indices_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_unfold_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_uniform_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_unique_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_unsqueeze_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_view_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_vsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_vstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_zeros_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_H_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops___rdiv___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops___rmatmul___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops___rmul___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops___rxor___cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops__softmax_backward_data_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops__unsafe_masked_index_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops__unsafe_masked_index_put_accumulate_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_addcmul_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_addmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_all_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_any_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_arange_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_argmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_argsort_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_argwhere_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_as_strided_partial_views_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_as_strided_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_asinh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_atan2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_atleast_2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_baddbmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_bincount_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_bitwise_not_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_bitwise_or_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_bitwise_xor_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_bmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_broadcast_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cartesian_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_ceil_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cholesky_inverse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cholesky_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_chunk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_clamp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_clamp_min_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_conj_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_constant_pad_nd_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cosh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_count_nonzero_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cov_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cross_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cummin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cumprod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_diag_embed_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_diagonal_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_digamma_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_double_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_dsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_dstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_einsum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_empty_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_empty_strided_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_expand_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_expand_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_exponential_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_eye_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_fft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_fftshift_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_hfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_ifft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_irfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_irfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_rfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_flatten_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fliplr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_gcd_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_geqrf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_histc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_igamma_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_index_fill_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_index_reduce_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_inner_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_int_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_isclose_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_isin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_isinf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_isnan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_jiterator_binary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_ldexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_cross_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_diagonal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_eigh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_eigvals_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_ldl_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_lu_factor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_lu_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_matrix_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_matrix_rank_hermitian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_multi_dot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_norm_subgradients_at_zero_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_qr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_tensorsolve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_vecdot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linspace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_log_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_log_normal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_logical_xor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_logit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_logsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_long_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_mH_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_cumprod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_cumsum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_std_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_var_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_matmul_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_max_pool2d_with_indices_backward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_maximum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_meshgrid_variadic_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_minimum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_mode_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_mv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nanquantile_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nansum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_narrow_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_neg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_new_empty_strided_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_new_full_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_new_ones_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_alpha_dropout_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_conv2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_conv_transpose2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_conv_transpose3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_cross_entropy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_fractional_max_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_gaussian_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_gelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_grid_sample_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_hardsigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_max_unpool1d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_max_unpool2d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_normalize_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_one_hot_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_pad_circular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_pairwise_distance_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_relu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_rms_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_rrelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_selu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_soft_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_softsign_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_unfold_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nonzero_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_norm_inf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_ones_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_pinverse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_polar_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_polygamma_polygamma_n_0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_pow_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_put_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_qr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_quantile_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_rand_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_randint_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_repeat_interleave_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_reshape_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_resize_as__cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_rot90_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_round_decimals_0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_rsqrt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_rsub_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_sgn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_sigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_signal_windows_blackman_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_signal_windows_general_hamming_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_signal_windows_nuttall_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_signbit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_slice_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_softmax_with_dtype_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_sparse_sampled_addmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_entr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_i0e_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_i1e_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_modified_bessel_i1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_modified_bessel_k1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_ndtri_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_xlog1py_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_split_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_std_mean_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_svd_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_t_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_t_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_tan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_tensordot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_tile_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_topk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_torch__scaled_mm_cuda_float8_e4m3fn, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_torch_ops_aten__flash_attention_forward_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_transpose_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_trapezoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_triu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_unbind_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_unflatten_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_uniform_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_unsafe_split_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_unsqueeze_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_unsqueeze_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_var_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_var_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_var_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_vdot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_view_as_complex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_vstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_xlogy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_arange_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_arange_cuda_int16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_arange_cuda_int8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_tensor_overload_cuda_complex128, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_tensor_overload_cuda_int32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_tensor_overload_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_tensor_overload_cuda_int8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_tensor_overload_cuda_uint8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_cuda_int8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_tensor_overload_cuda_bfloat16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_tensor_overload_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_tensor_overload_cuda_int8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_tensor_overload_cuda_uint8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_ones_cuda_complex32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_ones_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_ones_cuda_int16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_ones_cuda_int32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_ones_cuda_int8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_ones_cuda_uint8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_zeros_cuda_bfloat16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_zeros_cuda_bool, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_zeros_cuda_complex128, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_zeros_cuda_complex32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_zeros_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_zeros_cuda_int8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_arange_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_arange_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_arange_cuda_int32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_full_cuda_complex128, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_full_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_full_cuda_int32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_full_cuda_int8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_full_cuda_uint8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_cuda_int8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_tensor_overload_cuda_bfloat16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_tensor_overload_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_tensor_overload_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_tensor_overload_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_cuda_bfloat16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_cuda_complex128, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_cuda_int16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_cuda_uint8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_tensor_overload_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_tensor_overload_cuda_int16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_tensor_overload_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_ones_cuda_bfloat16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_ones_cuda_bool, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_ones_cuda_complex128, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_ones_cuda_complex32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_ones_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_ones_cuda_int16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_zeros_cuda_bfloat16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_zeros_cuda_complex32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_zeros_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_zeros_cuda_int8, test/test_ops.py::TestTagsCUDA::test_tags_H_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags___rand___cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags___rxor___cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_bfloat16_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_bool_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_cfloat_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_half_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_polar_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_add_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_addcdiv_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_addcmul_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_allclose_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_amax_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_any_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_atanh_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_bitwise_left_shift_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags__refs_bitwise_not_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags__refs_bitwise_right_shift_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags__refs_bitwise_xor_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags__refs_broadcast_shapes_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_cauchy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_clamp_min_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_clone_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_cosh_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_cumsum_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_deg2rad_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_diag_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_diagonal_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_div_floor_rounding_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_dstack_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_empty_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_empty_strided_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_erfc_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_erfinv_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_expm1_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_eye_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_fft2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_fft_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_ihfftn_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_irfft2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_rfft_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_flip_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fliplr_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_floor_divide_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fmin_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_frexp_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_gcd_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags__refs_geometric_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_heaviside_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_igammac_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_imag_cuda_complex64, test/test_ops.py::TestTagsCUDA::test_tags__refs_isfinite_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_isreal_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_lerp_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_lgamma_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_linalg_cross_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_linalg_matrix_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_linalg_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_linalg_svdvals_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_linspace_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_linspace_tensor_overload_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_logical_not_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_lt_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_maximum_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_mean_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_meshgrid_list_of_tensors_cuda_float32, 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test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_conv_transpose2d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_ctc_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_dropout3d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_elu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_embedding_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_fractional_max_pool2d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_gelu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_grid_sample_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_interpolate_bilinear_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_interpolate_trilinear_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_leaky_relu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_local_response_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_max_pool1d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_max_unpool3d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_max_unpool3d_grad_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_nll_loss_cuda_float32, 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test/test_ops.py::TestTagsCUDA::test_tags_ones_like_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_pca_lowrank_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_polygamma_polygamma_n_1_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_polygamma_polygamma_n_2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_polygamma_polygamma_n_3_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_prod_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_put_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_qr_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_rad2deg_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_randn_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_randn_like_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_ravel_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_real_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_renorm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_reshape_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_resolve_conj_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_rot90_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_round_decimals_0_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_scatter_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_scatter_reduce_sum_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_select_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_select_scatter_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_sgn_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_signal_windows_bartlett_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_signal_windows_nuttall_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_slice_scatter_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_softmax_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_softmax_with_dtype_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_sort_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_bessel_j0_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_bessel_j1_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_hermite_polynomial_he_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_i0e_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_i1_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_modified_bessel_k0_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_modified_bessel_k1_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_ndtr_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_scaled_modified_bessel_k0_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_spherical_bessel_j0_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_zeta_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_split_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_split_with_sizes_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_squeeze_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_stack_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_std_mean_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_std_mean_unbiased_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_std_unbiased_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_stft_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_sum_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_sum_to_size_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_svd_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_svd_lowrank_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_tan_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_tanh_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_tile_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_to_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_transpose_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_trapezoid_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_trapz_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_tril_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_unsafe_split_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_var_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_view_as_complex_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_view_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_vsplit_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_zero__cuda_float32
2025-06-01T23:50:43.4834704Z 
2025-06-01T23:50:43.4834916Z Running test_quantization 3/6 ... [2025-06-01 23:50:42.959871]
2025-06-01T23:50:43.4835308Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-01T23:50:43.4836630Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_quantization.py', '-m', 'not serial', '--shard-id=3', '--num-shards=6', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-01 23:50:42.960692]
2025-06-02T00:03:32.2448382Z 
2025-06-02T00:03:32.2450239Z test_quantization 3/6 was successful, full logs can be found in artifacts with path test/test-reports/test_quantization_3.6_cedb7c4e2d7a8579_.log
2025-06-02T00:03:32.2500946Z Running 206 items in this shard: test/test_quantization.py::TestQuantizedOps::test_batch_norm_relu, test/test_quantization.py::TestQuantizedOps::test_equal, test/test_quantization.py::TestQuantizedOps::test_interpolate, test/test_quantization.py::TestQuantizedOps::test_max_pool2d_cudnn, test/test_quantization.py::TestQuantizedOps::test_max_pool3d, test/test_quantization.py::TestQuantizedOps::test_max_pool3d_nhwc, test/test_quantization.py::TestQNNPackOps::test_adaptive_avg_pool2d, test/test_quantization.py::TestQuantizedLinear::test_qlinear_leaky_relu, test/test_quantization.py::TestQuantizedConv::test_benchmark, test/test_quantization.py::TestQuantizedConv::test_conv_reorder_issue_onednn, test/test_quantization.py::TestQuantizedConv::test_qconv2d_relu_cudnn, test/test_quantization.py::TestQuantizedConv::test_qconv2d_sum_relu_float_output_pt2e, test/test_quantization.py::TestQuantizedConv::test_qconv_transpose1d, test/test_quantization.py::TestDynamicQuantizedOps::test_dynamic_conv1d, test/test_quantization.py::TestDynamicQuantizedOps::test_dynamic_conv2d, test/test_quantization.py::TestDynamicQuantizedOps::test_qlinear_dynamic_fp16, test/test_quantization.py::TestQuantizedEmbeddingOps::test_embedding, test/test_quantization.py::TestQuantizedEmbeddingOps::test_embedding_bag_4bit, test/test_quantization.py::TestFakeQuantizeOps::test_backward_per_channel_cachemask_cpu, test/test_quantization.py::TestFakeQuantizeOps::test_backward_per_tensor_cachemask_cuda, test/test_quantization.py::TestFakeQuantizeOps::test_forward_per_tensor_half_precision_numerics, test/test_quantization.py::TestFakeQuantizeOps::test_fq_module_per_tensor, test/test_quantization.py::TestFakeQuantizeOps::test_learnable_backward_per_tensor_cuda, test/test_quantization.py::TestFakeQuantizeOps::test_learnable_forward_per_tensor_cuda, test/test_quantization.py::TestQuantizedTensor::test_bfp16_quantize, test/test_quantization.py::TestQuantizedTensor::test_choose_qparams, test/test_quantization.py::TestQuantizedTensor::test_decomposed_dynamic_quant_pattern, test/test_quantization.py::TestQuantizedTensor::test_decomposed_quantize_per_channel_group, test/test_quantization.py::TestQuantizedTensor::test_qtensor_channel_float_assignment, test/test_quantization.py::TestQuantizedTensor::test_qtensor_fill_per_channel, test/test_quantization.py::TestQuantizedTensor::test_qtensor_index_select_cuda, test/test_quantization.py::TestQuantizedTensor::test_qtensor_load_save, test/test_quantization.py::TestQuantizedTensor::test_qtensor_per_channel_permute, test/test_quantization.py::TestQuantizedTensor::test_quant_pin_memory, test/test_quantization.py::TestQuantizedTensor::test_repeat, test/test_quantization.py::TestFakeQuantize::test_quant_min_max_override, test/test_quantization.py::TestObserver::test_histogram_observer_consistent_buffer_shape, test/test_quantization.py::TestObserver::test_state_dict_respects_device_affinity, test/test_quantization.py::TestStaticQuantizedModule::test_conv1d_relu_api, test/test_quantization.py::TestStaticQuantizedModule::test_conv2d_add, test/test_quantization.py::TestStaticQuantizedModule::test_leaky_relu, test/test_quantization.py::TestStaticQuantizedModule::test_linear, test/test_quantization.py::TestStaticQuantizedModule::test_prelu, test/test_quantization.py::TestRecordHistogramObserver::test_observer_scriptable, test/test_quantization.py::TestDistributed::test_fake_quant_preserves_buffers, test/test_quantization.py::TestUtils::test_get_fqn_to_example_inputs_simple, test/test_quantization.py::TestUtils::test_quantize_weight_clamping_per_tensor, test/test_quantization.py::TestQuantizationDocs::test_quantization_doc_ptdq, test/test_quantization.py::TestQuantizationDocs::test_quantization_doc_ptsq, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_nested2, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_skip_quant, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_two_layers, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_per_channel_linear_quantize, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_two_layers, test/test_quantization.py::TestQuantizeEagerOps::test_conv_3d, test/test_quantization.py::TestQuantizeEagerOps::test_relu, test/test_quantization.py::TestQuantizeEagerQAT::test_dynamic_qat_linear, test/test_quantization.py::TestQuantizeEagerQAT::test_eval_only_fake_quant, test/test_quantization.py::TestQuantizeEagerQAT::test_manual, test/test_quantization.py::TestQuantizeEagerQATNumerics::test_conv_bn_relu, test/test_quantization.py::TestQuantizeEagerQATNumerics::test_fixed_qparam_ops, test/test_quantization.py::TestFuseEager::test_fuse_module_eval, test/test_quantization.py::TestFuseEager::test_fuse_modules_with_nested_hooks, test/test_quantization.py::TestFuseEager::test_fusion_sequential_model_eval, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_outputs_linear_static, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_linear_static, test/test_quantization.py::TestNumericSuiteEager::test_compare_weights_linear_static, test/test_quantization.py::TestEqualizeEager::test_equalize_fused_convrelu, test/test_quantization.py::TestFuseFx::test_fuse_addtional_fuser_method, test/test_quantization.py::TestFuseFx::test_fuse_linear_bn_eval, test/test_quantization.py::TestFuseFx::test_fuse_linear_tanh_for_onednn_backend, test/test_quantization.py::TestFuseFx::test_fuse_module_relu, test/test_quantization.py::TestFuseFx::test_fusion_pattern_with_matchallnode, test/test_quantization.py::TestFuseFx::test_qconfig_fused_module, test/test_quantization.py::TestQuantizeFx::test_conv_linear_not_reference, test/test_quantization.py::TestQuantizeFx::test_conv_lowering, test/test_quantization.py::TestQuantizeFx::test_convert_custom_config_from_dict, test/test_quantization.py::TestQuantizeFx::test_convert_custom_config_set_observed_to_quantized_mapping, test/test_quantization.py::TestQuantizeFx::test_default_qconfig_mapping_override_global, test/test_quantization.py::TestQuantizeFx::test_get_executorch_backend_config, test/test_quantization.py::TestQuantizeFx::test_linear_shape_view, test/test_quantization.py::TestQuantizeFx::test_match_pattern_with_multiple_args, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_input_quantized_indexes, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_non_traceable_module_names, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_output_quantized_indexes, test/test_quantization.py::TestQuantizeFx::test_preserve_attributes, test/test_quantization.py::TestQuantizeFx::test_qat_and_script, test/test_quantization.py::TestQuantizeFx::test_qat_skip_untraced, test/test_quantization.py::TestQuantizeFx::test_qconfig_dict_setup, test/test_quantization.py::TestQuantizeFx::test_qconfig_mapping_repr, test/test_quantization.py::TestQuantizeFx::test_qconfig_mapping_set_global, test/test_quantization.py::TestQuantizeFx::test_qconfig_mapping_set_module_name_object_type_order, test/test_quantization.py::TestQuantizeFx::test_qconfig_mapping_to_dict, test/test_quantization.py::TestQuantizeFx::test_quant_output_always_observed, test/test_quantization.py::TestQuantizeFx::test_size_nontensor_args_not_observed, test/test_quantization.py::TestQuantizeFx::test_static_lstm_with_custom_fixed_qparams, test/test_quantization.py::TestQuantizeFx::test_trace_quantize_per_tensor, test/test_quantization.py::TestQuantizeFxOps::test_bmm, test/test_quantization.py::TestQuantizeFxOps::test_clamp, test/test_quantization.py::TestQuantizeFxOps::test_fixed_qparams_ops_wrong_qconfig, test/test_quantization.py::TestQuantizeFxOps::test_functional_conv, test/test_quantization.py::TestQuantizeFxOps::test_functional_linear, test/test_quantization.py::TestQuantizeFxOps::test_getitem, test/test_quantization.py::TestQuantizeFxOps::test_narrow, test/test_quantization.py::TestQuantizeFxOps::test_pixel_unshuffle, test/test_quantization.py::TestQuantizeFxOps::test_ref_pattern_multi_use, test/test_quantization.py::TestQuantizeFxModels::test_model_dropout, test/test_quantization.py::TestQuantizeFxModels::test_torchvision, test/test_quantization.py::TestGraphUtils::test_customized_equivalet_types_dict, test/test_quantization.py::TestMetaDataPorting::test_metadata_porting_for_two_dq, test/test_quantization.py::TestMetaDataPorting::test_no_metadata_porting_through_unknown_ops, test/test_quantization.py::TestNumericDebugger::test_added_node_gets_unique_id, test/test_quantization.py::TestNumericDebugger::test_simple, test/test_quantization.py::TestQuantizePT2E::test_allow_implicit_sharing, test/test_quantization.py::TestQuantizePT2E::test_composable_quantizer_transform_for_annotation, test/test_quantization.py::TestQuantizePT2E::test_fixed_qparams_qspec_observer_dedup, test/test_quantization.py::TestQuantizePT2E::test_fold_quantize, test/test_quantization.py::TestQuantizePT2E::test_fold_quantize_per_channel, test/test_quantization.py::TestQuantizePT2E::test_groupwise_per_channel_quant, test/test_quantization.py::TestQuantizePT2E::test_move_exported_model_bn_device_cpu, test/test_quantization.py::TestQuantizePT2E::test_quantization_dtype_float32_int16, test/test_quantization.py::TestQuantizePT2E::test_save_load, test/test_quantization.py::TestQuantizePT2E::test_transform_for_annotation, test/test_quantization.py::TestQuantizePT2E::test_wo_annotate_conv_output_quantizer, test/test_quantization.py::TestQuantizePT2EAffineQuantization::test_dynamic_affine_act_per_channel_weights, test/test_quantization.py::TestXNNPACKQuantizer::test_add_mul_long, test/test_quantization.py::TestXNNPACKQuantizer::test_cat_same_node, test/test_quantization.py::TestXNNPACKQuantizer::test_linear_gru, test/test_quantization.py::TestXNNPACKQuantizer::test_linear_relu, test/test_quantization.py::TestXNNPACKQuantizer::test_linear_with_dynamic_shape, test/test_quantization.py::TestXNNPACKQuantizer::test_mul_float32_max, test/test_quantization.py::TestXNNPACKQuantizer::test_set_module_type_case_2, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_filter_maxpool2d_recipe, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_dynamic, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_qat, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_unary, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_unary_qat, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d_binary2, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d_unary, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_bias_derived_qspec, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_fusion_no_conv_bias, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_fold_bn_erases_bn_node, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_fusion_no_conv_bias, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_transpose_bn, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_per_channel_weight_custom_dtype, test/test_quantization.py::TestFXGraphMatcher::test_op_relationship_mapping, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_shadow_loggers_fun_qat, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_conv_fun_ptq, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_int8_shadows_int8_mod, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_fp16_shadow_activations, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_fp16_vs_linear_fp16_shadow_activations, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_kwargs_shadow, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_fun_qat, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_shadow_activations_fqn, test/test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_functions, test/test_quantization.py::TestFXNumericSuiteNShadows::test_extract_weights_linear, test/test_quantization.py::TestFXNumericSuiteNShadows::test_linear_mod, test/test_quantization.py::TestFXNumericSuiteNShadows::test_logger_enabled_and_save_activations_flags, test/test_quantization.py::TestFXNumericSuiteNShadows::test_mobilenet_v2, test/test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_from_list, test/test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_repr, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_activations_conv, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_shadow_activations_conv, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_shadow_activations_linear, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_resnet18, test/test_quantization.py::TestFxDetectInputWeightEqualization::test_input_weight_equalization_report_gen_empty, test/test_quantization.py::TestFxDetectOutliers::test_multiple_run_consistent_spike_outlier_report_gen, test/test_quantization.py::TestFxModelReportVisualizer::test_generate_tables_no_match, test/test_quantization.py::TestEqualizeFx::test_input_weight_eq_observer, test/test_quantization.py::TestEqualizeFx::test_input_weight_equalization_results, test/test_quantization.py::TestSerialization::test_linear_relu_package_quantization_transforms, test/test_quantization.py::TestQuantizeJit::test_conv_bn, test/test_quantization.py::TestQuantizeJit::test_single_linear, test/test_quantization.py::TestQuantizeJit::test_single_linear_dynamic, test/test_quantization.py::TestQuantizeJitPasses::test_foldbn_complex_cases, test/test_quantization.py::TestQuantizeJitPasses::test_inplace_option, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_child_qconfig, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_for_reused_weight, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_skip_values, test/test_quantization.py::TestQuantizeJitPasses::test_replicate_dequant_same_value, test/test_quantization.py::TestQuantizeJitOps::test_group_norm, test/test_quantization.py::TestQuantizeJitOps::test_qbatch_norm_relu_BNRelu, test/test_quantization.py::TestQuantizeJitOps::test_quantized_conv, test/test_quantization.py::TestQuantizeJitOps::test_quantized_conv_relu, test/test_quantization.py::TestQuantizeJitOps::test_quantized_mul_scalar, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_convert_dynamic_fp16, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_dynamic_shared_weights, test/test_quantization.py::TestDeprecatedJitQuantized::test_rnn_quantized, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_qconfig, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_quant_type, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_quantize_jit, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_utils, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_utils, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_import_nn_intrinsic_qat, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_intrinsic_qat_linear_relu, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_convert, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_fusion_patterns, test/test_quantization.py::TestBitsCUDA::test_types_cuda, test/test_quantization.py::TestFloat8DtypeCUDA::test_cast_round_trip_extremes_cuda_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCUDA::test_cast_round_trip_soak_cuda_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCUDA::test_cat_cuda_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCUDA::test_cat_cuda_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCUDA::test_creation_with_zeros_cuda_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCUDA::test_special_numbers_cuda_float8_e4m3fn
2025-06-02T00:03:32.2548684Z 
2025-06-02T00:03:32.2548858Z Running test_quantization 6/6 ... [2025-06-02 00:03:32.244843]
2025-06-02T00:03:32.2549184Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:03:32.2549544Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading
2025-06-02T00:03:32.2549911Z Uploading artifacts took 0.00 seconds
2025-06-02T00:03:32.2550733Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_quantization.py', '-m', 'not serial', '--shard-id=6', '--num-shards=6', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-02 00:03:32.245178]
2025-06-02T00:06:02.5151247Z 
2025-06-02T00:06:02.5153109Z test_quantization 6/6 was successful, full logs can be found in artifacts with path test/test-reports/test_quantization_6.6_850ddcc2f0c99342_.log
2025-06-02T00:06:02.5202428Z Running 197 items in this shard: test/test_quantization.py::TestQuantizedOps::test_adaptive_avg_pool, test/test_quantization.py::TestQuantizedOps::test_advanced_indexing, test/test_quantization.py::TestQuantizedOps::test_batch_norm, test/test_quantization.py::TestQuantizedOps::test_interpolate3d, test/test_quantization.py::TestQuantizedOps::test_linear_bias_unpack, test/test_quantization.py::TestQuantizedOps::test_qadd_broadcast, test/test_quantization.py::TestQuantizedOps::test_qadd_relu_different_qparams, test/test_quantization.py::TestQuantizedOps::test_qclamp, test/test_quantization.py::TestQuantizedOps::test_qgelu, test/test_quantization.py::TestQuantizedOps::test_qsoftmax, test/test_quantization.py::TestQuantizedOps::test_qtanh, test/test_quantization.py::TestQNNPackOps::test_hardtanh, test/test_quantization.py::TestQNNPackOps::test_qnnpack_relu, test/test_quantization.py::TestQuantizedLinear::test_qlinear, test/test_quantization.py::TestQuantizedLinear::test_qlinear_add_pt2e, test/test_quantization.py::TestQuantizedLinear::test_qlinear_sum_pt2e, test/test_quantization.py::TestQuantizedLinear::test_wrapped_quantized_linear_prepacked, test/test_quantization.py::TestQuantizedConv::test_qconv1d, test/test_quantization.py::TestQuantizedConv::test_qconv1d_relu_cudnn, test/test_quantization.py::TestQuantizedConv::test_qconv2d_relu_pt2e, test/test_quantization.py::TestQuantizedConv::test_qconv2d_unpack, test/test_quantization.py::TestQuantizedConv::test_qconv_transpose3d, test/test_quantization.py::TestDynamicQuantizedOps::test_dynamic_convtranspose2d, test/test_quantization.py::TestDynamicQuantizedOps::test_dynamic_convtranspose3d, test/test_quantization.py::TestDynamicQuantizedOps::test_qrnncell, test/test_quantization.py::TestQuantizedEmbeddingOps::test_embedding_2d_indices, test/test_quantization.py::TestQuantizedEmbeddingOps::test_embedding_bag_2bit, test/test_quantization.py::TestQuantizedEmbeddingOps::test_embedding_bag_byte, test/test_quantization.py::TestFakeQuantizeOps::test_fake_quantize_per_channel_affine_scale_dtypes, test/test_quantization.py::TestFakeQuantizeOps::test_forward_backward_per_tensor_with_amp, test/test_quantization.py::TestFakeQuantizeOps::test_forward_per_tensor_cachemask_cpu, test/test_quantization.py::TestFakeQuantizeOps::test_forward_per_tensor_cachemask_cuda, test/test_quantization.py::TestFakeQuantizeOps::test_learnable_backward_per_channel_cpu, test/test_quantization.py::TestFakeQuantizeOps::test_learnable_backward_per_channel_cuda, test/test_quantization.py::TestQuantizedTensor::test_clone, test/test_quantization.py::TestQuantizedTensor::test_compare_per_tensor_device_numerics, test/test_quantization.py::TestQuantizedTensor::test_cuda_quantization_does_not_pin_memory, test/test_quantization.py::TestQuantizedTensor::test_decomposed_quantize_per_tensor_bfloat16_input, test/test_quantization.py::TestQuantizedTensor::test_qtensor_fill_per_channel_nhwc, test/test_quantization.py::TestQuantizedTensor::test_qtensor_resize, test/test_quantization.py::TestQuantizedTensor::test_torch_qtensor_deepcopy, test/test_quantization.py::TestObserver::test_histogram_observer_handle_OOM_due_to_close_min_max_value, test/test_quantization.py::TestObserver::test_histogram_observer_save_load_state_dict, test/test_quantization.py::TestObserver::test_per_channel_observers_load_state_dict, test/test_quantization.py::TestStaticQuantizedModule::test_batch_norm2d, test/test_quantization.py::TestStaticQuantizedModule::test_conv3d_api, test/test_quantization.py::TestStaticQuantizedModule::test_embedding_api, test/test_quantization.py::TestStaticQuantizedModule::test_linear_tanh, test/test_quantization.py::TestStaticQuantizedModule::test_relu, test/test_quantization.py::TestDynamicQuantizedModule::test_dynamic_conv1d, test/test_quantization.py::TestDynamicQuantizedModule::test_dynamic_conv3d, test/test_quantization.py::TestDynamicQuantizedModule::test_dynamic_convtranspose3d, test/test_quantization.py::TestReferenceQuantizedModule::test_linear_decomposed_weight_custom_qmin_qmax, test/test_quantization.py::TestReferenceQuantizedModule::test_rnn_cell, test/test_quantization.py::TestHistogramObserver::test_histogram_observer, test/test_quantization.py::TestHistogramObserver::test_histogram_observer_against_reference, test/test_quantization.py::TestHistogramObserver::test_histogram_observer_correct_numel, test/test_quantization.py::TestDistributed::test_observers_preserve_buffers, test/test_quantization.py::TestBackendConfig::test_backend_config_set_backend_pattern_config, test/test_quantization.py::TestBackendConfig::test_backend_config_set_name, test/test_quantization.py::TestBackendConfig::test_backend_op_config_from_dict, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_root_node_getter, test/test_quantization.py::TestBackendConfig::test_backend_op_config_to_dict, test/test_quantization.py::TestUtils::test_get_fqn_to_example_inputs_complex_args, test/test_quantization.py::TestUtils::test_quantize_weight_clamping_per_channel, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_dequant_stub, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_forward_hooks_preserved, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_manual, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_mha_batch_first_attr_is_copied_in_prepare, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_nested3, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_linear_relu_fusion, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_nested2, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_quantized_rnn_cell, test/test_quantization.py::TestQuantizeEagerOps::test_conv_1d, test/test_quantization.py::TestQuantizeEagerOps::test_leaky_relu, test/test_quantization.py::TestQuantizeEagerQAT::test_dropout, test/test_quantization.py::TestQuantizeEagerQAT::test_embedding_qat_qconfig_equal, test/test_quantization.py::TestQuantizeEagerQAT::test_train_save_load_eval, test/test_quantization.py::TestFuseEager::test_fuse_function_customization, test/test_quantization.py::TestFuseEager::test_fusion_sequential_model_train, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_functional_static, test/test_quantization.py::TestNumericSuiteEager::test_compare_weights_linear_dynamic, test/test_quantization.py::TestNumericSuiteEager::test_mobilenet_v2, test/test_quantization.py::TestEqualizeEager::test_equalize_fused_linearrelu, test/test_quantization.py::TestFuseFx::test_fuse_conv_bn_add_relu_lowering, test/test_quantization.py::TestFuseFx::test_fusion_pattern_with_multiple_inputs, test/test_quantization.py::TestFuseFx::test_problematic_fuse_example, test/test_quantization.py::TestQuantizeFx::test__convert_to_reference_decomposed_fx, test/test_quantization.py::TestQuantizeFx::test_convert_custom_config_to_dict, test/test_quantization.py::TestQuantizeFx::test_custom_module_class_input_has_duplicate_nodes, test/test_quantization.py::TestQuantizeFx::test_dynamic_linear_input_multiple_use, test/test_quantization.py::TestQuantizeFx::test_linear_qint8_activation, test/test_quantization.py::TestQuantizeFx::test_lowering_functional_conv_with_kwargs, test/test_quantization.py::TestQuantizeFx::test_not_used, test/test_quantization.py::TestQuantizeFx::test_packed_weight_fused_op, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_to_dict, test/test_quantization.py::TestQuantizeFx::test_preserve_tuple, test/test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_dict_tuple_args, test/test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_list_args, test/test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_tuple_args, test/test_quantization.py::TestQuantizeFx::test_qconfig_function, test/test_quantization.py::TestQuantizeFx::test_qconfig_none, test/test_quantization.py::TestQuantizeFx::test_qconfig_precedence, test/test_quantization.py::TestQuantizeFx::test_qparams_buffers, test/test_quantization.py::TestQuantizeFx::test_quantized_model_type, test/test_quantization.py::TestQuantizeFx::test_ref_linear_module, test/test_quantization.py::TestQuantizeFx::test_save_observer_state_dict, test/test_quantization.py::TestQuantizeFx::test_standalone_module_float_interface, test/test_quantization.py::TestQuantizeFx::test_static_lstm_consume_tuple, test/test_quantization.py::TestQuantizeFx::test_torch_unsqueeze_nontensor_args_not_observed, test/test_quantization.py::TestQuantizeFx::test_unsqueeze__nontensor_args_not_observed, test/test_quantization.py::TestQuantizeFx::test_view_nontensor_args_not_observed, test/test_quantization.py::TestQuantizeFxOps::test_add_relu, test/test_quantization.py::TestQuantizeFxOps::test_add_relu_multiple_uses_of_relu, test/test_quantization.py::TestQuantizeFxOps::test_conv_transpose_2d, test/test_quantization.py::TestQuantizeFxOps::test_rnn, test/test_quantization.py::TestQuantizeFxOps::test_softmax_reference, test/test_quantization.py::TestQuantizeFxModels::test_switch_device_prepare_convert, test/test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_graph_argument_order, test/test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_multiple_pattern_match, test/test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_preserves_logic, test/test_quantization.py::TestDuplicateDQPass::test_no_add_quant_duplicate_dq, test/test_quantization.py::TestMetaDataPorting::test_metadata_porting_for_dq_no_static_q, test/test_quantization.py::TestMetaDataPorting::test_simple_metadata_porting, test/test_quantization.py::TestQuantizePT2E::test_composable_quantizer_throw, test/test_quantization.py::TestQuantizePT2E::test_conv_padding_bn_relu, test/test_quantization.py::TestQuantizePT2E::test_conv_transpose_bn_relu, test/test_quantization.py::TestQuantizePT2E::test_dont_fold_other_constant, test/test_quantization.py::TestQuantizePT2E::test_embedding_conv_linear_quantization, test/test_quantization.py::TestQuantizePT2E::test_embedding_quantizer, test/test_quantization.py::TestQuantizePT2E::test_fixed_qparams_qspec_qat, test/test_quantization.py::TestQuantizePT2E::test_preserve_nn_module_stack, test/test_quantization.py::TestQuantizePT2E::test_quantization_dtype_bfloat16_float8_e5m2, test/test_quantization.py::TestQuantizePT2E::test_reentrant, test/test_quantization.py::TestQuantizePT2E::test_shared_qspec, test/test_quantization.py::TestPT2ERepresentation::test_conv2d, test/test_quantization.py::TestXNNPACKQuantizer::test_conv1d, test/test_quantization.py::TestXNNPACKQuantizer::test_dynamic_linear_int4_weight, test/test_quantization.py::TestXNNPACKQuantizer::test_mul_and_inplace_mul, test/test_quantization.py::TestXNNPACKQuantizer::test_obs_sharing_ops, test/test_quantization.py::TestXNNPACKQuantizerModels::test_resnet18, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_cat_recipe_same_inputs, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_filter_conv2d_recipe, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_flatten_recipe, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary2, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_unary_dynamic, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_unary_dynamic_qat, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_lowering_to_x86, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_maxpool2d_recipe, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d_binary, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_qconfig_with_underscores, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_fusion_literal_args, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_preserve_source_fn_stack, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_fold_bn_erases_add_node, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_fusion_literal_args, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_per_channel_weight_bias, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_preserve_source_fn_stack, test/test_quantization.py::TestFXGraphMatcher::test_dict_return_type, test/test_quantization.py::TestFXGraphMatcher::test_simple_fun, test/test_quantization.py::TestFXGraphMatcher::test_simple_fusion, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_fp16_activations, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_fp16_weights, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_fqn, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_unsupported_op_copy_skips_shadowing, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_user_defined_function, test/test_quantization.py::TestFXNumericSuiteNShadows::test_linear_relu_mod, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_activations_lstm_dynamic, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_shadow_activations_lstm_dynamic, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_mobilenet_v2, test/test_quantization.py::TestFxModelReportDetector::test_multi_linear_model_without_per_channel, test/test_quantization.py::TestFxModelReportDetectDynamicStatic::test_nested_detection_case, test/test_quantization.py::TestEqualizeFx::test_input_weight_equalization_prepare, test/test_quantization.py::TestEqualizeFx::test_input_weight_equalization_weights_bias, test/test_quantization.py::TestSerialization::test_conv2d_graph, test/test_quantization.py::TestSerialization::test_conv2d_graph_v3, test/test_quantization.py::TestSerialization::test_conv2d_nobias_graph_v2, test/test_quantization.py::TestQuantizeJitPasses::test_conv_trace, test/test_quantization.py::TestQuantizeJitPasses::test_dedup_module_uses, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_for_if, test/test_quantization.py::TestQuantizeJitPasses::test_insert_quant_dequant_shared_class_type, test/test_quantization.py::TestQuantizeJitPasses::test_replicate_dequantize, test/test_quantization.py::TestQuantizeJitOps::test_clamp, test/test_quantization.py::TestQuantizeJitOps::test_linear, test/test_quantization.py::TestQuantizeJitOps::test_quantized_add, test/test_quantization.py::TestDeprecatedJitQuantized::test_rnn_cell_quantized, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_quantize, test/test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_qat_embedding_ops, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_linear, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_intrinsic_quantized_bn_relu, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_graph_module, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_pattern_utils, test/test_quantization.py::TestFloat8DtypeCUDA::test_cast_round_trip_rte_cuda_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCUDA::test_cast_round_trip_soak_cuda_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCUDA::test_creation_with_zeros_cuda_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCUDA::test_empty_cuda_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCUDA::test_special_numbers_cuda_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCUDA::test_to_string_cuda_float8_e8m0fnu
2025-06-02T00:06:02.5248583Z 
2025-06-02T00:06:02.5248749Z Running lazy/test_reuse_ir 1/1 ... [2025-06-02 00:06:02.515131]
2025-06-02T00:06:02.5249072Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:06:02.5249899Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_reuse_ir.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-02 00:06:02.515473]
2025-06-02T00:06:06.1846278Z 
2025-06-02T00:06:06.1846952Z lazy/test_reuse_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_reuse_ir_1.1_e14559c866585c65_.log
2025-06-02T00:06:06.1848201Z Running 4 items in this shard: test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAdd, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAddSub, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAddSubFallback, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testBatchNorm
2025-06-02T00:06:06.1921401Z 
2025-06-02T00:06:06.1921760Z Running lazy/test_bindings 1/1 ... [2025-06-02 00:06:06.184736]
2025-06-02T00:06:06.1922143Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:06:06.1923039Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_bindings.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-02 00:06:06.185052]
2025-06-02T00:06:07.7584428Z 
2025-06-02T00:06:07.7585540Z lazy/test_bindings 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_bindings_1.1_f560c773a1fce2d0_.log
2025-06-02T00:06:07.7586654Z 
2025-06-02T00:06:07.7588862Z Running cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic 1/1 ... [2025-06-02 00:06:07.758652]
2025-06-02T00:06:07.7589796Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:06:07.7593123Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-02 00:06:07.759014]
2025-06-02T00:06:17.7391880Z 
2025-06-02T00:06:17.7393621Z cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp_extensions.libtorch_agnostic_extension.test.test_libtorch_agnostic_1.1_bd8252b38543504f_.log
2025-06-02T00:06:17.7397224Z Running 5 items in this shard: test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_exp_neg_is_leaf_cuda, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_identity_does_not_hog_memory_cuda, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_abs_cuda, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_ones_like_cuda, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_slow_sgd_cuda
2025-06-02T00:06:17.7399362Z 
2025-06-02T00:06:17.7399807Z Running cpp_extensions/python_agnostic_extension/test/test_python_agnostic 1/1 ... [2025-06-02 00:06:17.739371]
2025-06-02T00:06:17.7400384Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:06:17.7401339Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'cpp_extensions/python_agnostic_extension/test/test_python_agnostic.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-02 00:06:17.739701]
2025-06-02T00:06:27.4693270Z 
2025-06-02T00:06:27.4694338Z cpp_extensions/python_agnostic_extension/test/test_python_agnostic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp_extensions.python_agnostic_extension.test.test_python_agnostic_1.1_497786ad9c581e8d_.log
2025-06-02T00:06:27.4695747Z Running 1 items in this shard: test/cpp_extensions/python_agnostic_extension/test/test_python_agnostic.py::TestPythonAgnosticCUDA::test_extension_is_python_agnostic_cuda
2025-06-02T00:06:27.4696349Z 
2025-06-02T00:06:27.4696686Z Running dynamo/test_buffers_override 1/1 ... [2025-06-02 00:06:27.469416]
2025-06-02T00:06:27.4697143Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:06:27.4700027Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_buffers_override.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-02 00:06:27.469839]
2025-06-02T00:06:31.3591250Z 
2025-06-02T00:06:31.3592596Z dynamo/test_buffers_override 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_buffers_override_1.1_00d827d48e57102d_.log
2025-06-02T00:06:31.3593781Z Running 2 items in this shard: test/dynamo/test_buffers_override.py::TestBuffersOverride::test_buffers_override, test/dynamo/test_buffers_override.py::TestBuffersOverride::test_named_buffers_override
2025-06-02T00:06:31.3594824Z 
2025-06-02T00:06:31.3595051Z Running dynamo/test_deque_reconstruct 1/1 ... [2025-06-02 00:06:31.359079]
2025-06-02T00:06:31.3595420Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:06:31.3596866Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_deque_reconstruct.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-02 00:06:31.359480]
2025-06-02T00:06:35.0411041Z 
2025-06-02T00:06:35.0411990Z dynamo/test_deque_reconstruct 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deque_reconstruct_1.1_a5ac531de46b3e87_.log
2025-06-02T00:06:35.0414215Z Running 3 items in this shard: test/dynamo/test_deque_reconstruct.py::TestDequeReconstruct::test_deque_reconstruct_in_globals, test/dynamo/test_deque_reconstruct.py::TestDequeReconstruct::test_deque_reconstruct_not_in_globals, test/dynamo/test_deque_reconstruct.py::TestDequeReconstruct::test_deque_reconstruct_shallows_globals
2025-06-02T00:06:35.0415470Z 
2025-06-02T00:06:35.0422082Z Running dynamo/test_guard_serialization 1/1 ... [2025-06-02 00:06:35.041051]
2025-06-02T00:06:35.0422464Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:06:35.0423345Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_guard_serialization.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-02 00:06:35.041455]
2025-06-02T00:06:42.6293755Z 
2025-06-02T00:06:42.6294657Z dynamo/test_guard_serialization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_guard_serialization_1.1_0dac53b68dabdfeb_.log
2025-06-02T00:06:42.6307759Z Running 34 items in this shard: test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_bool_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_closure_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_constant_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_default_device, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_deterministic_algorithms, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dict_contains, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dict_keys_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dict_version, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dispatch_key_set_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dual_level, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_duplicate_input, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_empty_nn_module_hooks_dict, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_equals_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_fsdp_training_state, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_function_locals, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_function_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_functorch_stack_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_grad_mode, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_hasattr_serialization, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_id_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_mapping_keys_check, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_name_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_nn_module, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_none_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_not_present_in_generic_dict, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_range_iterator_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_sequence_length, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_shape_env, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_tensor_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_tensor_subclass_metadata_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_torch_function_state, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_tuple_iterator_len, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_type_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_weakref_alive
2025-06-02T00:06:42.6317093Z 
2025-06-02T00:06:42.6317351Z Running dynamo/test_inline_and_install 1/1 ... [2025-06-02 00:06:42.629379]
2025-06-02T00:06:42.6317716Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:06:42.6318688Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_inline_and_install.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-02 00:06:42.629711]
2025-06-02T00:06:47.2998030Z 
2025-06-02T00:06:47.2998836Z dynamo/test_inline_and_install 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_inline_and_install_1.1_cea90649a6fb78f0_.log
2025-06-02T00:06:47.3068730Z Running 182 items in this shard: test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_access_class_method_from_user_class_attr_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_access_class_method_from_user_class_builtin_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_byte_tensor_does_not_crash_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_capture_symbolic_tracing_simple_within_fake_mode_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_capture_symbolic_tracing_within_fake_mode_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_free_variables_overlapping_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_op_param_buffer_lifted_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_branch_args_mismatch_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_branch_return_multiple_tensors_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_branch_return_non_tensor_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_mismatch_return_length_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_mismatch_return_tensor_meta_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_missing_args_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_non_list_operands_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_non_tensor_operands_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_unsupported_pred_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_supported_pred_types_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_constraint_violation_error_messages_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dataclass_input_output_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dict_return_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dict_return_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_2_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_2_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_reorder_with_non_tensor_arg_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_reorder_with_non_tensor_arg_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_with_non_tensor_arg_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_with_non_tensor_arg_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_with_non_tensor_output_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_with_non_tensor_output_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dynamic_slicing_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dynamic_slicing_invalid_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dynamic_slicing_simple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dynamo_enum_in_tuple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dynamo_list_index_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_empty_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_enforce_equalities_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_compare_optimize_with_make_fx_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_cond_in_aten_symbolic_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_control_flow_with_getattr_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_decomp_asserts_bad_args_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_decomp_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_defaults_ok_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_dynamic_control_flow_error_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_dynamic_dim_cleanup_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_dynamic_dim_not_1_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_dynamic_dim_range_constraint_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_bypass_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_bypass_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_with_complex_reorder_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_with_complex_reorder_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_with_list_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_with_list_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_identity_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_masking_with_no_grad_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_meta_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_meta_val_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_mismatched_out_2_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_mismatched_out_2_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_mismatched_out_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_mismatched_out_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_module_specify_constraints_signature_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_multi_dynamic_dim_constraint_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_multi_dynamic_dim_unsafe_relationship_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_nn_module_stack_patched_module_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_no_raise_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_no_tensor_computation_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_pass_arg_by_name_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_pass_arg_by_name_star_args_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_persist_assert_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_preserve_constraints_as_metadata_tensor_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_preserves_nn_module_stack_for_get_attr_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_raise_guard_full_constraint_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_raise_guard_partial_constraint_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_raise_on_relationship_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_shape_control_flow_1_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_specialized_int_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_symbolic_shape_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_args_and_empty_kwargs_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_args_with_default_None_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_args_with_default_float_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_args_with_default_tensor_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_args_with_default_tuple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_builtin_op_on_assume_constant_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_cond_branches_calling_methods_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_cond_closure_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_cond_dynamic_shape_pred_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_cond_with_closed_function_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_dict_values_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_free_function_and_class_method_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_free_function_and_class_method_multiarg_diff_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_free_function_and_class_method_multiarg_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_free_function_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_global_function_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_in_unspecialized_nn_module_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_list_nonzero_free_function_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_list_nonzero_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_method_on_module_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_method_on_module_invoke_twice_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_none_control_flow_free_func_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_none_control_flow_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_not_none_control_flow_free_func_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_not_none_control_flow_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_not_none_control_flow_pos_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_not_return_const_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_tuple_nonzero_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_functools_wrapped_fn_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_functools_wrapped_method_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_and_empty_args_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_with_default_None_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_with_default_float_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_with_default_tensor_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_with_default_tuple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_map_cond_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_map_zero_sized_tensor_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_map_zero_sized_tensor_suppress_errors_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_module_layer_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_nonzero_static_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_shallow_list_copy_with_side_effects_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_shallow_list_copy_wo_side_effects_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_stack_trace_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_symbool_inputs_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_wrapped_fn_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_exported_graph_serialization_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_func_return_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_func_return_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_fx_pytree_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_input_container_type_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_invalid_input_global_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_invalid_input_global_multiple_access_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_invalid_input_nonlocal_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_invalid_input_unused_nonlocal_ok_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_list_contains_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_list_not_contains_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_list_unpack_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_list_unpack_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_map_cond_param_buffer_lifted_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_mixed_real_and_fake_inputs_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_multiple_outputs_op_with_evaluator_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_nested_cond_op_param_buffer_lifted_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_no_tensor_computation_2_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_no_tensor_computation_2_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_no_tensor_computation_fail_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_no_tensor_computation_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_not_functionalize_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_param_buffer_safe_from_mutation_recurse_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_param_buffer_safe_from_mutation_simple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_pre_dispatch_simple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_predispatch_with_for_out_dtype_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_predispatch_with_for_out_dtype_nested_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_predispatch_with_higher_order_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_predispatch_with_higher_order_nested_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_preserve_fx_node_metadata_graph_break_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_preserve_fx_node_metadata_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_preserve_fx_node_metadata_inline_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_preserve_fx_node_metadata_recompile_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_remove_redundant_dynamic_dim_in_error_message_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_retracibility_dict_container_inp_out_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_retracibility_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_retracibility_nested_list_out_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_round_dynamic_shapes_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_subclass_parameters_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_sum_param_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_sym_contains_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_symbolic_tracing_within_fake_mode_with_constraints_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_symbolic_tracing_within_fake_mode_with_constraints_with_parameters_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_symbool_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_torch_inference_mode_ctx_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_trivial_constraint_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_uncaptured_higher_order_op_error_not_suppresed_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_untracked_inputs_in_constraints_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_zeroes_in_and_out_different_shape_on_test_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_zeroes_in_and_out_different_shape_on_test_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_zeroes_in_new_shape_scalar_out_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_zeroes_in_new_shape_scalar_out_permute_dupe_and_bypass_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_zeroes_in_new_shape_scalar_out_permute_inline_and_install
2025-06-02T00:06:47.3134257Z 
2025-06-02T00:06:47.3134448Z Running dynamo/test_install_free_tensors 1/1 ... [2025-06-02 00:06:47.305434]
2025-06-02T00:06:47.3134808Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:06:47.3135669Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_install_free_tensors.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-02 00:06:47.311185]
2025-06-02T00:06:51.1811535Z 
2025-06-02T00:06:51.1812464Z dynamo/test_install_free_tensors 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_install_free_tensors_1.1_87e1f3c5ce3a2deb_.log
2025-06-02T00:06:51.1820778Z Running 25 items in this shard: test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_breadth_linear, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_nested_linear, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_nets_as_input, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_optimizing_buffer_and_param_in_input, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_optimizing_buffer_in_input, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_optimizing_linear, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_optimizing_params_in_input, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_resnet_structure, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_simple_batchnorm, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_transformer, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_dict_of_tensor, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_global_tensor_export, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_list_of_tensor, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_modify_net_state, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_nested_list_of_tensor, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_nonlocal_closure, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_optimizing_buffer_and_param_in_input, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_optimizing_buffer_in_input, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_optimizing_params_in_input, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_resnet_structure, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_simple_batchnorm, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_simple_linear, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_tensors_as_nn_attr, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_transformer, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_user_defined_object
2025-06-02T00:06:51.1828326Z 
2025-06-02T00:06:51.1830652Z Running export/test_export_strict 1/1 ... [2025-06-02 00:06:51.181158]
2025-06-02T00:06:51.1831021Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:06:51.1831890Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_strict.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-02 00:06:51.181500]
2025-06-02T00:06:59.5669425Z 
2025-06-02T00:06:59.5670045Z export/test_export_strict 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_strict_1.1_c94624377e56ca8d_.log
2025-06-02T00:06:59.5787190Z Running 380 items in this shard: test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_assume_static_by_default_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_constraints_error_not_in_range_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_constraints_error_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_inline_constraints_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_slice_maxsize_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_slice_unbacked_dim1_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_strict_narrow_unbacked_expr_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_reshape_view_backed_size_oblivious_strict, test/export/test_export_strict.py::StrictExportTestExport::test__scaled_dot_product_flash_attention_strict, test/export/test_export_strict.py::StrictExportTestExport::test_additional_inputs_constants_strict, test/export/test_export_strict.py::StrictExportTestExport::test_allow_explicit_guards_as_runtime_asserts_strict, test/export/test_export_strict.py::StrictExportTestExport::test_args_type_checked_strict, test/export/test_export_strict.py::StrictExportTestExport::test_aten_lift_fresh_copy_strict, test/export/test_export_strict.py::StrictExportTestExport::test_attention_strict, test/export/test_export_strict.py::StrictExportTestExport::test_attr_assignment_extra_strict, test/export/test_export_strict.py::StrictExportTestExport::test_automatic_constrain_size_strict, test/export/test_export_strict.py::StrictExportTestExport::test_automatic_dynamic_shapes_constant_relation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_automatic_dynamic_shapes_linear_relation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_automatic_dynamic_shapes_simple_equality_strict, test/export/test_export_strict.py::StrictExportTestExport::test_basic_non_strict_fake_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_basic_non_strict_real_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_bincount_strict, test/export/test_export_strict.py::StrictExportTestExport::test_buffer_util_strict, test/export/test_export_strict.py::StrictExportTestExport::test_capture_subclass_constructor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_capture_subclass_constructor_torch_ir_strict, test/export/test_export_strict.py::StrictExportTestExport::test_capture_subclass_wrong_strict, test/export/test_export_strict.py::StrictExportTestExport::test_check_specialized_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_checks_to_constrain_range_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cleanup_dynamic_markers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_colin_unbacked_backed_vr_sub_strict, test/export/test_export_strict.py::StrictExportTestExport::test_colon_parameter_strict, test/export/test_export_strict.py::StrictExportTestExport::test_compiling_state_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_branches_return_constant_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_branches_return_same_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_contains_unbacked_no_escape_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_int_closure_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_unflatten_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_with_module_stack_export_with_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_with_module_stack_export_with_unflatten_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_aliasing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_input_naming_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_no_user_inp_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_output_dup_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_output_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_requires_grad_const_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_return_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_tensor_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_tensor_with_non_functional_nested_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_tensor_with_non_functional_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constrain_decomp_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constrain_size_in_eager_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constrain_size_with_constrain_value_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constrain_size_with_various_cases_strict, test/export/test_export_strict.py::StrictExportTestExport::test_conv_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_crop_like_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cse_for_symint_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_op_auto_functionalize_pre_dispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_op_auto_functionalize_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_op_auto_warn_pre_dispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_op_preserve_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_pytree_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_tag_metadata_re_export_strict, test/export/test_export_strict.py::StrictExportTestExport::test_decomp_batch_norm_functional_predispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_decomp_item_in_prim_after_decomposition_strict, test/export/test_export_strict.py::StrictExportTestExport::test_decomp_item_in_prim_before_decomposition_strict, test/export/test_export_strict.py::StrictExportTestExport::test_default_decomposition_core_cia_ops_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_1_2_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_integer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_nested_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_out_of_order_repeat_derived_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_out_of_order_simplified_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_out_of_order_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_repeat_derived_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_gpu_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_mutation_float_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_static_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_1_2_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_auto_and_dim_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_dynamic_divisibility_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_dynamic_specialization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_hint_range_violations_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_hint_ranges_strict, test/export/test_export_strict.py::StrictExportTestExport::test_disable_forced_specializations_errors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_disable_forced_specializations_ok_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_all_gather_into_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_all_gather_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_all_reduce_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_all_to_all_single_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_reduce_scatter_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dont_duck_size_for_auto_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_double_lifted_constants_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_checks_aliasing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_checks_mutation_list_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_checks_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_checks_mutation_with_nan_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_fake_kernel_inference_errors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_infers_fake_kernel_strict, test/export/test_export_strict.py::StrictExportTestExport::test_duplicate_modules_with_non_persistent_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_lr_shift_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_builder_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_builder_kwargs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_builder_pytree_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_dataclass_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_inferred_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_serdes_generic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_serdes_user_errors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_serdes_various_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_spec_with_pytree_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_sym_round_strict, test/export/test_export_strict.py::StrictExportTestExport::test_ends_of_bounds_oblivious_strict, test/export/test_export_strict.py::StrictExportTestExport::test_error_does_not_reference_eager_fallback_strict, test/export/test_export_strict.py::StrictExportTestExport::test_error_when_passing_mutating_primitive_op_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_api_with_dynamic_shapes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_as_backend_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_associative_scan_lifted_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_associative_scan_symbol_dim_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_associative_scan_symbol_scandim_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_cond_symbool_pred_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_cond_warns_constant_pred_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_custom_decomp_table_basic_pop_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_custom_decomp_table_container_methods_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_custom_op_lib_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_custom_triton_kernel_mutable_strict, 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test/export/test_export_strict.py::StrictExportTestExport::test_nested_dynamic_shapes_spec_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_module_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_module_with_constant_buffer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_module_with_init_buffer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_module_with_parameter_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nn_module_stack_shared_submodule_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nn_module_stack_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_check_is_size_error_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_suggested_fixes_for_data_dependent_errors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_tensor_computation_2_strict, 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test/export/test_export_strict.py::StrictExportTestExport::test_none_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nonstrict_retrace_preserves_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nonzero_2_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nonzero_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_not_registered_parameter_strict, test/export/test_export_strict.py::StrictExportTestExport::test_operator_aten_tensor_mode_variant_strict, test/export/test_export_strict.py::StrictExportTestExport::test_output_node_name_strict, test/export/test_export_strict.py::StrictExportTestExport::test_pad_sequence_strict, test/export/test_export_strict.py::StrictExportTestExport::test_param_util_strict, test/export/test_export_strict.py::StrictExportTestExport::test_partial_patched_forward_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_naming_collisions_hoo_subgraphs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_naming_collisions_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_naming_order_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_naming_order_variadic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_update_preserving_strict, test/export/test_export_strict.py::StrictExportTestExport::test_predispatch_cond_strict, test/export/test_export_strict.py::StrictExportTestExport::test_predispatch_grad_wrappers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_preserve_module_call_signature_unflatten_specialization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_preserve_requires_grad_placeholders_strict, test/export/test_export_strict.py::StrictExportTestExport::test_preserve_shape_dynamism_for_unused_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_profiling_code_strict, test/export/test_export_strict.py::StrictExportTestExport::test_python_asserts_with_sym_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_pytree_register_data_class_strict, test/export/test_export_strict.py::StrictExportTestExport::test_pytree_register_nested_data_class_strict, test/export/test_export_strict.py::StrictExportTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_range_constraints_with_replacement_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_alias_dtype_mismatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_bool_cast_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_errors_on_aliasing_custom_op_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_for_max_op_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_size_mismatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_redundant_assert_max_upper_bound_strict, test/export/test_export_strict.py::StrictExportTestExport::test_redundant_asserts_strict, test/export/test_export_strict.py::StrictExportTestExport::test_refine_dynamic_shapes_from_suggested_fixes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_register_constant_strict, test/export/test_export_strict.py::StrictExportTestExport::test_replace_unbacked_with_very_large_upperbound_strict, test/export/test_export_strict.py::StrictExportTestExport::test_replaced_unbacked_bindings_strict, test/export/test_export_strict.py::StrictExportTestExport::test_reshape_view_helper_strict, test/export/test_export_strict.py::StrictExportTestExport::test_retracable_ep_strict, test/export/test_export_strict.py::StrictExportTestExport::test_retrace_pre_autograd_strict, test/export/test_export_strict.py::StrictExportTestExport::test_run_decomposition_supports_user_input_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_run_decompositions_keep_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_run_decompositions_keep_tensor_constant_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_runtime_assert_for_prim_strict, test/export/test_export_strict.py::StrictExportTestExport::test_runtime_assert_for_prm_str_strict, test/export/test_export_strict.py::StrictExportTestExport::test_runtime_assert_with_size_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sequential_slicing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_set_example_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_set_grad_empty_strict, test/export/test_export_strict.py::StrictExportTestExport::test_set_grad_unflatten_strict, test/export/test_export_strict.py::StrictExportTestExport::test_setgrad_lifted_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_shared_submodule_nn_module_stack_strict, test/export/test_export_strict.py::StrictExportTestExport::test_simple_export_for_training_strict, test/export/test_export_strict.py::StrictExportTestExport::test_simple_unbacked_view_strict, test/export/test_export_strict.py::StrictExportTestExport::test_size_input_strict, test/export/test_export_strict.py::StrictExportTestExport::test_slice_nn_module_stack_strict, test/export/test_export_strict.py::StrictExportTestExport::test_solver_unsupported_sympy_function_strict, test/export/test_export_strict.py::StrictExportTestExport::test_specialize_derived_dim_roots_strict, test/export/test_export_strict.py::StrictExportTestExport::test_split_const_gm_with_lifted_constants_strict, test/export/test_export_strict.py::StrictExportTestExport::test_stack_trace_strict, test/export/test_export_strict.py::StrictExportTestExport::test_state_primitives_strict, test/export/test_export_strict.py::StrictExportTestExport::test_state_shape_attribute_assignment_strict, test/export/test_export_strict.py::StrictExportTestExport::test_state_tensors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_static_dim_constraints_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_complicated_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_const_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_submodule_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclasses_parameterization_nested_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclasses_parameterization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggest_torch_checks_with_non_negative_check_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggest_torch_checks_with_regular_check_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggested_fixes_for_data_dependent_errors_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggested_fixes_new_roots_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sym_float_operators_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sym_or_sym_and_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sym_sqrt_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symbool_item_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symfloat_item_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_additional_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_ranges_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_shapes_collection_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_specialization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_item_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_output_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_tensor_return_strict, test/export/test_export_strict.py::StrictExportTestExport::test_tensor_attribute_zero_args_strict, test/export/test_export_strict.py::StrictExportTestExport::test_tensor_constant_aten_to_strict, test/export/test_export_strict.py::StrictExportTestExport::test_tensor_constant_with_wrapped_method_strict, test/export/test_export_strict.py::StrictExportTestExport::test_to_module_with_mutated_buffer_multiple_strict, test/export/test_export_strict.py::StrictExportTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_strict, test/export/test_export_strict.py::StrictExportTestExport::test_to_module_with_mutated_buffer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_tolist_strict, test/export/test_export_strict.py::StrictExportTestExport::test_torch_check_eq_commutativity_strict, test/export/test_export_strict.py::StrictExportTestExport::test_torch_fn_strict, test/export/test_export_strict.py::StrictExportTestExport::test_trace_under_fake_strict, test/export/test_export_strict.py::StrictExportTestExport::test_train_eval_on_exported_preautograd_module_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_bincount_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_bindings_for_divisible_u_symint_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_deferred_runtime_retrace_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_expand_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_infer_size_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_kth_value_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_pad_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_scalar_constructor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_slice_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_to_cond_passthrough_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_to_cond_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_unsqueeze_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_asserts_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_buffer_update_child2parent_swap_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_isinstance_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_multiple_graphs_dispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_multiple_graphs_shared_submodule_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_multiple_graphs_state_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_no_unroll_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_placeholder_update_child2parent_swap_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_5_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_6_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_buf_8_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_const_preserving_3_1_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_const_preserving_3_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_4_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_6_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_9_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_preserving_4_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unused_aliases_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unused_constant_strict, test/export/test_export_strict.py::StrictExportTestExport::test_use_embedding_twice_strict, test/export/test_export_strict.py::StrictExportTestExport::test_user_input_and_buffer_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_while_loop_simple_strict, test/export/test_export_strict.py::StrictExportTestExport::test_wrapper_module_strict
2025-06-02T00:06:59.5893329Z 
2025-06-02T00:06:59.5893556Z Running export/test_export_with_inline_and_install 1/1 ... [2025-06-02 00:06:59.567535]
2025-06-02T00:06:59.5893947Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:06:59.5894823Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_with_inline_and_install.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-02 00:06:59.568071]
2025-06-02T00:07:07.7995559Z 
2025-06-02T00:07:07.7996563Z export/test_export_with_inline_and_install 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_with_inline_and_install_1.1_d13c933d7c338007_.log
2025-06-02T00:07:07.8171269Z Running 380 items in this shard: test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestDynamismExpression::test_export_assume_static_by_default_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestDynamismExpression::test_export_constraints_error_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestDynamismExpression::test_export_constraints_error_not_in_range_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestDynamismExpression::test_export_inline_constraints_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestDynamismExpression::test_export_slice_maxsize_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestDynamismExpression::test_export_slice_unbacked_dim1_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestDynamismExpression::test_export_strict_narrow_unbacked_expr_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestDynamismExpression::test_reshape_view_backed_size_oblivious_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test__scaled_dot_product_flash_attention_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_additional_inputs_constants_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_allow_explicit_guards_as_runtime_asserts_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_args_type_checked_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_aten_lift_fresh_copy_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_attention_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_attr_assignment_extra_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_automatic_constrain_size_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_automatic_dynamic_shapes_constant_relation_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_automatic_dynamic_shapes_linear_relation_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_automatic_dynamic_shapes_simple_equality_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_basic_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_basic_non_strict_fake_tensor_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_basic_non_strict_real_tensor_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_bincount_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_buffer_util_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_capture_subclass_constructor_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_capture_subclass_constructor_torch_ir_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_capture_subclass_wrong_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_check_specialized_int_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_checks_to_constrain_range_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_cleanup_dynamic_markers_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_colin_unbacked_backed_vr_sub_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_colon_parameter_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_compiling_state_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_cond_branches_return_constant_int_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_cond_branches_return_same_int_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_cond_buffers_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_cond_contains_unbacked_no_escape_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_cond_int_closure_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_cond_unflatten_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_cond_with_module_stack_export_with_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_cond_with_module_stack_export_with_unflatten_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_constant_aliasing_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_constant_input_naming_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_constant_no_user_inp_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_constant_output_dup_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_constant_output_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_constant_requires_grad_const_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_constant_return_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_constant_tensor_mutation_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_constant_tensor_with_non_functional_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_constant_tensor_with_non_functional_nested_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_constrain_decomp_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_constrain_size_in_eager_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_constrain_size_with_constrain_value_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_constrain_size_with_various_cases_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_conv_dynamic_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_crop_like_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_cse_for_symint_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_custom_op_auto_functionalize_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_custom_op_auto_functionalize_pre_dispatch_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_custom_op_auto_warn_pre_dispatch_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_custom_op_preserve_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_custom_pytree_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_custom_tag_metadata_re_export_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_decomp_batch_norm_functional_predispatch_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_decomp_item_in_prim_after_decomposition_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_decomp_item_in_prim_before_decomposition_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_default_decomposition_core_cia_ops_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_derived_dim_1_2_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_derived_dim_basic_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_derived_dim_integer_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_derived_dim_nested_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_derived_dim_out_of_order_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_derived_dim_out_of_order_repeat_derived_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_derived_dim_out_of_order_simplified_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_derived_dim_repeat_derived_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_device_to_dynamic_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_device_to_gpu_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_device_to_mutation_float_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_device_to_mutation_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_device_to_static_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dim_1_2_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dim_auto_and_dim_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dim_dynamic_divisibility_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dim_dynamic_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dim_dynamic_specialization_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dim_hint_range_violations_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dim_hint_ranges_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_disable_forced_specializations_errors_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_disable_forced_specializations_ok_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_distributed_all_gather_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_distributed_all_gather_into_tensor_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_distributed_all_reduce_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_distributed_all_to_all_single_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_distributed_reduce_scatter_tensor_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dont_duck_size_for_auto_dynamic_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_double_lifted_constants_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_draft_export_checks_aliasing_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_draft_export_checks_mutation_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_draft_export_checks_mutation_list_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_draft_export_checks_mutation_with_nan_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_draft_export_fake_kernel_inference_errors_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_draft_export_infers_fake_kernel_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_duplicate_modules_with_non_persistent_buffers_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dynamic_lr_shift_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dynamic_shapes_builder_basic_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dynamic_shapes_builder_kwargs_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dynamic_shapes_builder_pytree_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dynamic_shapes_dataclass_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dynamic_shapes_inferred_basic_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dynamic_shapes_serdes_generic_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dynamic_shapes_serdes_user_errors_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dynamic_shapes_serdes_various_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dynamic_shapes_spec_with_pytree_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_dynamic_sym_round_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_ends_of_bounds_oblivious_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_error_does_not_reference_eager_fallback_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_error_when_passing_mutating_primitive_op_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_api_with_dynamic_shapes_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_as_backend_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_associative_scan_lifted_buffers_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_associative_scan_symbol_dim_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_associative_scan_symbol_scandim_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_cond_symbool_pred_inline_and_install_strict, 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test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_decomp_torture_case_1_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_decomp_torture_case_2_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_decomps_dynamic_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_decomps_simple_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_dynamo_config_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_for_training_run_decomp_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_for_training_with_container_type_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_for_training_with_dynamic_shapes_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_for_training_with_mutation_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_for_training_with_state_dict_hooks_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_func_with_default_kwargs_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_func_with_keyword_only_args_inline_and_install_strict, 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test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_scan_pytree_output_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_script_module_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_statically_known_true_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_then_compile_tensor_ctor_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_with_autocast_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_with_fake_tensor_inputs_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_with_inline_constraints_complex_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_with_inline_constraints_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_with_set_grad_enabled_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_export_with_wrong_inputs_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_external_call_non_strict_real_tensor_inline_and_install_strict, 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test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_hoo_inline_users_issue_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_if_functional_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_if_post_autograd_op_preserved_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_int_shape_specialization_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_intermediate_shape_comp_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_is_exporting_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_is_non_negative_check_function_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_is_nonzero_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_isnonzero_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_issue_113041_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_istft_op_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_keep_composite_ops_invalid_inline_and_install_strict, 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test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_module_list_slice_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_module_with_dict_container_inp_out_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_modules_access_for_deleted_submodule_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_multidimensional_slicing_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_multinomial_dynamic_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_multiple_definitions_same_name_dim_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_nested_dynamic_shapes_spec_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_nested_module_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_nested_module_with_constant_buffer_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_nested_module_with_init_buffer_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_nested_module_with_parameter_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_nn_module_stack_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_nn_module_stack_shared_submodule_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_no_check_is_size_error_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_no_suggested_fixes_for_data_dependent_errors_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_no_tensor_computation_2_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_no_tensor_computation_3_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_no_tensor_computation_4_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_no_tensor_computation_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_non_arg_name_dynamic_shapes_api_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_non_persistent_buffer_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_non_strict_dynamic_shapes_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_non_strict_dynamic_shapes_suggested_fixes_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_none_buffers_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_nonstrict_retrace_preserves_metadata_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_nonzero_2_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_nonzero_dynamic_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_not_registered_parameter_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_operator_aten_tensor_mode_variant_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_output_node_name_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_pad_sequence_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_param_util_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_partial_patched_forward_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_placeholder_naming_collisions_hoo_subgraphs_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_placeholder_naming_collisions_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_placeholder_naming_order_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_placeholder_naming_order_variadic_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_placeholder_update_preserving_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_predispatch_cond_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_predispatch_grad_wrappers_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_preserve_module_call_signature_unflatten_specialization_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_preserve_requires_grad_placeholders_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_preserve_shape_dynamism_for_unused_inputs_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_profiling_code_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_python_asserts_with_sym_int_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_pytree_register_data_class_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_pytree_register_nested_data_class_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_range_constraints_with_replacement_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_real_tensor_alias_dtype_mismatch_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_real_tensor_bool_cast_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_real_tensor_errors_on_aliasing_custom_op_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_real_tensor_for_max_op_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_real_tensor_size_mismatch_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_redundant_assert_max_upper_bound_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_redundant_asserts_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_refine_dynamic_shapes_from_suggested_fixes_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_register_constant_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_replace_unbacked_with_very_large_upperbound_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_replaced_unbacked_bindings_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_reshape_view_helper_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_retracable_ep_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_retrace_pre_autograd_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_run_decomposition_supports_user_input_mutation_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_run_decompositions_keep_metadata_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_run_decompositions_keep_tensor_constant_metadata_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_runtime_assert_for_prim_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_runtime_assert_for_prm_str_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_runtime_assert_with_size_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_sequential_slicing_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_set_example_inputs_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_set_grad_empty_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_set_grad_unflatten_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_setgrad_lifted_tensor_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_shared_submodule_nn_module_stack_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_simple_export_for_training_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_simple_unbacked_view_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_size_input_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_slice_nn_module_stack_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_solver_unsupported_sympy_function_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_specialize_derived_dim_roots_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_split_const_gm_with_lifted_constants_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_stack_trace_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_state_primitives_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_state_shape_attribute_assignment_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_state_tensors_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_static_dim_constraints_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_subclass_nested_attr_access_complicated_metadata_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_subclass_nested_attr_access_const_metadata_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_subclass_nested_attr_access_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_subclass_nested_attr_access_submodule_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_subclasses_parameterization_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_subclasses_parameterization_nested_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_suggest_torch_checks_with_non_negative_check_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_suggest_torch_checks_with_regular_check_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_suggested_fixes_for_data_dependent_errors_basic_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_suggested_fixes_new_roots_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_sym_float_operators_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_sym_or_sym_and_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_sym_sqrt_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_symbool_item_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_symfloat_item_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_symint_input_additional_inputs_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_symint_input_basic_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_symint_input_ranges_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_symint_input_shapes_collection_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_symint_input_specialization_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_symint_item_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_symint_output_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_symint_tensor_return_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_tensor_attribute_zero_args_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_tensor_constant_aten_to_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_tensor_constant_with_wrapped_method_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_to_module_with_mutated_buffer_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_to_module_with_mutated_buffer_multiple_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_tolist_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_torch_check_eq_commutativity_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_torch_fn_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_trace_under_fake_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_train_eval_on_exported_preautograd_module_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unbacked_bincount_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unbacked_bindings_for_divisible_u_symint_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unbacked_deferred_runtime_retrace_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unbacked_expand_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unbacked_infer_size_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unbacked_kth_value_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unbacked_pad_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unbacked_scalar_constructor_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unbacked_slice_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unbacked_to_cond_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unbacked_to_cond_passthrough_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unbacked_unsqueeze_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_asserts_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_buffer_update_child2parent_swap_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_isinstance_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_multiple_graphs_dispatch_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_multiple_graphs_shared_submodule_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_multiple_graphs_state_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_no_unroll_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_placeholder_update_child2parent_swap_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_random_dag_5_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_random_dag_6_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_random_dag_buf_8_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_random_dag_const_preserving_3_1_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_random_dag_const_preserving_3_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_random_dag_mutating_buf_4_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_random_dag_mutating_buf_6_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_random_dag_mutating_buf_9_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unflatten_random_dag_preserving_4_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unused_aliases_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_unused_constant_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_use_embedding_twice_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_user_input_and_buffer_mutation_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_while_loop_simple_inline_and_install_strict, test/export/test_export_with_inline_and_install.py::InlineAndInstallStrictExportTestExport::test_wrapper_module_inline_and_install_strict
2025-06-02T00:07:07.8344167Z 
2025-06-02T00:07:07.8344319Z Running export/test_package 1/1 ... [2025-06-02 00:07:07.800241]
2025-06-02T00:07:07.8344659Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:07:07.8345495Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_package.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-02 00:07:07.800576]
2025-06-02T00:07:11.6700972Z 
2025-06-02T00:07:11.6701753Z export/test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_package_1.1_48b47ab62afa4c49_.log
2025-06-02T00:07:11.6703024Z Running 4 items in this shard: test/export/test_package.py::TestPackage::test_basic, test/export/test_package.py::TestPackage::test_error, test/export/test_package.py::TestPackage::test_more_than_once, test/export/test_package.py::TestPackage::test_overloads
2025-06-02T00:07:11.6703835Z 
2025-06-02T00:07:11.6706035Z Running inductor/test_alignment 1/1 ... [2025-06-02 00:07:11.669981]
2025-06-02T00:07:11.6706410Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:07:11.6707269Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_alignment.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-02 00:07:11.670328]
2025-06-02T00:07:19.2533580Z 
2025-06-02T00:07:19.2534491Z inductor/test_alignment 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_alignment_1.1_79f14def24367c59_.log
2025-06-02T00:07:19.2538687Z Running 12 items in this shard: test/inductor/test_alignment.py::GPUTests::test_Q4_K_dequantization_cuda, test/inductor/test_alignment.py::GPUTests::test_alignment_without_custom_op_cuda, test/inductor/test_alignment.py::GPUTests::test_incorrect_meta_for_custom_op_2d_cuda, test/inductor/test_alignment.py::GPUTests::test_no_align_for_custom_op_2d_cuda, test/inductor/test_alignment.py::GPUTests::test_no_align_for_custom_op_cuda, test/inductor/test_alignment.py::GPUTests::test_slice_cuda, test/inductor/test_alignment.py::GPUTests::test_slice_view_dtype_size_1024_cuda, test/inductor/test_alignment.py::GPUTests::test_slice_view_dtype_size_1048576_cuda, test/inductor/test_alignment.py::GPUTests::test_slice_view_dtype_size_128_cuda, test/inductor/test_alignment.py::GPUTests::test_unaligned_input_2d_cuda, test/inductor/test_alignment.py::GPUTests::test_unaligned_input_cuda, test/inductor/test_alignment.py::GPUTests::test_view_dtype_slice_cuda
2025-06-02T00:07:19.2541354Z 
2025-06-02T00:07:19.2541700Z Running inductor/test_best_config 1/1 ... [2025-06-02 00:07:19.253341]
2025-06-02T00:07:19.2542053Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:07:19.2542897Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_best_config.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-02 00:07:19.253682]
2025-06-02T00:07:26.6816515Z 
2025-06-02T00:07:26.6817333Z inductor/test_best_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_best_config_1.1_1e89ddfdfc6466ea_.log
2025-06-02T00:07:26.6818294Z Running 1 items in this shard: test/inductor/test_best_config.py::TestKernelBestConfig::test_best_config_has_triton_cache_key
2025-06-02T00:07:26.6818718Z 
2025-06-02T00:07:26.6819237Z Running inductor/test_compile 1/1 ... [2025-06-02 00:07:26.681700]
2025-06-02T00:07:26.6819895Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:07:26.6822373Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-02 00:07:26.682027]
2025-06-02T00:07:34.2157051Z 
2025-06-02T00:07:34.2157925Z inductor/test_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_1.1_d127d3b27b7db7c9_.log
2025-06-02T00:07:34.2160641Z Running 8 items in this shard: test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_bare_module, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_export1, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_export2, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx_dict_input, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx_tensor_return, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_make_fx, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_op_with_multiple_outputs
2025-06-02T00:07:34.2162838Z 
2025-06-02T00:07:34.2164161Z Running inductor/test_compile_subprocess 1/1 ... [2025-06-02 00:07:34.215773]
2025-06-02T00:07:34.2164544Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:07:34.2165585Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile_subprocess.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-06-02 00:07:34.216115]
2025-06-02T00:09:58.4114081Z 
2025-06-02T00:09:58.4115009Z inductor/test_compile_subprocess 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_subprocess_1.1_c5f4f6fc1032b644_.log
2025-06-02T00:09:58.4325006Z Running 817 items in this shard: test/inductor/test_compile_subprocess.py::TestSubprocess::test_async, test/inductor/test_compile_subprocess.py::GPUTests::test_AllenaiLongformerBase_repro_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test__dyn_quant_matmul_4bit_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test__dyn_quant_pack_4bit_weight_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test__unsafe_masked_index_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test__unsafe_masked_index_put_accumulate_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_abs_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_adaptive_avg_pool1d_argmax_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_adaptive_avg_pool2d1_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_adaptive_avg_pool2d2_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_adaptive_avg_pool2d_low_prec_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_adaptive_avg_pool_errors_with_long_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_adaptive_avg_pool_with_output_size_0_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_adaptive_max_pool2d1_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_adaptive_max_pool2d2_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_adaptive_max_pool2d3_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_adaptive_pool_errors_with_long_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_add_complex3_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_add_complex4_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_add_complex5_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_add_complex6_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_add_complex_cuda, 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2025-06-02T00:09:58.4516183Z 
2025-06-02T00:14:29.5442003Z 
2025-06-02T00:14:29.5443654Z test_quantization 2/6 was successful, full logs can be found in artifacts with path test/test-reports/test_quantization_2.6_d9d8c59c31788ee9_.log
2025-06-02T00:14:29.5545226Z Running 211 items in this shard: test/test_quantization.py::TestQuantizedOps::test_adaptive_avg_pool2d_nhwc, test/test_quantization.py::TestQuantizedOps::test_add_scalar_relu, test/test_quantization.py::TestQuantizedOps::test_avg_pool2d, test/test_quantization.py::TestQuantizedOps::test_avg_pool3d, test/test_quantization.py::TestQuantizedOps::test_avg_pool3d_nhwc, test/test_quantization.py::TestQuantizedOps::test_custom_module_lstm, test/test_quantization.py::TestQuantizedOps::test_empty_batch, test/test_quantization.py::TestQuantizedOps::test_leaky_relu, test/test_quantization.py::TestQuantizedOps::test_max_pool1d, test/test_quantization.py::TestQuantizedOps::test_max_pool2d, test/test_quantization.py::TestQuantizedOps::test_mean, test/test_quantization.py::TestQuantizedOps::test_qadd_relu_cudnn, test/test_quantization.py::TestQuantizedOps::test_qmatmul, test/test_quantization.py::TestQuantizedOps::test_qthreshold, test/test_quantization.py::TestQNNPackOps::test_mean, test/test_quantization.py::TestQuantizedLinear::test_qlinear_gelu_pt2e, test/test_quantization.py::TestQuantizedLinear::test_qlinear_tanh, test/test_quantization.py::TestQuantizedConv::test_qconv2d_add, test/test_quantization.py::TestQuantizedConv::test_qconv2d_hardtanh_pt2e, test/test_quantization.py::TestQuantizedConv::test_qconv2d_silu_pt2e, test/test_quantization.py::TestDynamicQuantizedOps::test_qlinear, test/test_quantization.py::TestDynamicQuantizedOps::test_wrapped_fbgemm_linear_fp16, test/test_quantization.py::TestDynamicQuantizedOps::test_wrapped_fbgemm_pack_gemm_matrix_fp16_pt2_compliant, test/test_quantization.py::TestComparatorOps::test_compare_tensor_scalar, test/test_quantization.py::TestQuantizedFunctionalOps::test_conv2d_api, test/test_quantization.py::TestQuantizedFunctionalOps::test_grid_sample, test/test_quantization.py::TestQuantizedFunctionalOps::test_relu_api, 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test/test_quantization.py::TestQuantizePT2E::test_quantization_dtype_bfloat16_float8_e4m3fn, test/test_quantization.py::TestQuantizePT2E::test_quantization_dtype_float32_float8_e4m3fn, test/test_quantization.py::TestQuantizePT2E::test_shared_qspec_transitivity, test/test_quantization.py::TestQuantizePT2EAffineQuantization::test_channel_group_quantization, test/test_quantization.py::TestPT2ERepresentation::test_dynamic_linear, test/test_quantization.py::TestPT2ERepresentation::test_qdq_per_channel, test/test_quantization.py::TestXNNPACKQuantizer::test_conv1d_with_conv2d, test/test_quantization.py::TestXNNPACKQuantizer::test_conv_linear_no_permute, test/test_quantization.py::TestXNNPACKQuantizer::test_qat_dynamic_linear, test/test_quantization.py::TestXNNPACKQuantizer::test_set_module_type, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d_binary, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d_binary2, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_dynamic_qat, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_unary_dynamic_qat, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_unary_qat, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_unary_serials, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_and_module_type_case2, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_qconfig, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_qconfig_for_dynamic_quant, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_with_mixed_configs, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_fold_bn_erases_add_node, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_fusion_cuda, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_bias_derived_qspec, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_fusion, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_relu_fusion_cuda, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_no_bias, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_update_shared_qspec, test/test_quantization.py::TestFXGraphMatcher::test_nodes_before_cat, test/test_quantization.py::TestFXGraphMatcher::test_simple_tensor_ops, test/test_quantization.py::TestFXGraphMatcherModels::test_mobilenet_v2, test/test_quantization.py::TestFXGraphMatcherModels::test_mobilenet_v2_qat, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_shadow_loggers_cuda, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_shadow_loggers_meth_ptq, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_linear_fun_qat, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_loggers_preserve_qat_numerics, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_logging_inputs, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_fun_ptq, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_mul_add_cat_stack_skips_shadowing, test/test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_conv_bn_relu_fusion_fp32, test/test_quantization.py::TestFXNumericSuiteNShadows::test_conv_bn_relu_mod, test/test_quantization.py::TestFXNumericSuiteNShadows::test_functions, test/test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_insert_padding, test/test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_ordering, test/test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_retroactive_padding, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_weights_conv, test/test_quantization.py::TestFxModelReportDetector::test_multiple_q_config_options, test/test_quantization.py::TestFxModelReportDetector::test_sequential_model_format, test/test_quantization.py::TestFxModelReportObserver::test_random_epochs_and_batches, test/test_quantization.py::TestFxModelReportObserver::test_zero_tensor_errors, test/test_quantization.py::TestFxDetectInputWeightEqualization::test_input_weight_equalization_determine_points, test/test_quantization.py::TestEqualizeFx::test_input_weight_equalization_convert, test/test_quantization.py::TestSerialization::test_conv2d_nobias_graph, test/test_quantization.py::TestSerialization::test_conv2d_nobias_graph_v3, test/test_quantization.py::TestSerialization::test_default_qat_qconfig, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_for_if_consistent_observation, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_interface_unshare_type, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_propagate_observed_for_function, test/test_quantization.py::TestQuantizeJitOps::test_conv_with_benchmark_flag, test/test_quantization.py::TestQuantizeJitOps::test_elu, test/test_quantization.py::TestQuantizeJitOps::test_hardswish, test/test_quantization.py::TestQuantizeJitOps::test_layer_norm, test/test_quantization.py::TestQuantizeJitOps::test_qbatch_norm_relu_BNFuncRelu, test/test_quantization.py::TestQuantizeJitOps::test_quantized_add_scalar_relu, test/test_quantization.py::TestQuantizeJitOps::test_quantized_mul, test/test_quantization.py::TestQuantizeJitOps::test_quantized_mul_scalar_relu, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_dynamic_quant_multi_uses, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_dynamic_with_if, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_prepare_dynamic_child_qconfig, test/test_quantization.py::TestQuantizeDynamicJitOps::test_embedding_bag_padding_idx_error, test/test_quantization.py::TestFusionPasses::test_quantized_add_relu_fusion, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_fake_quantize, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_quantization_mappings, test/test_quantization.py::TestAOMigrationNNQuantized::test_functional_import, test/test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_qat_dynamic_linear, test/test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_qat_linear, test/test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_quantizable_rnn, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_activation, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_dropout, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_intrinsic_qat_conv_fused, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_quantization_patterns, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_quantize_fx, test/test_quantization.py::TestBitsCUDA::test_subclass_cuda, test/test_quantization.py::TestFloat8DtypeCUDA::test_cast_round_trip_soak_cuda_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCUDA::test_float8_e8m0fnu_rne_rounding_cuda, test/test_quantization.py::TestFloat8DtypeCUDA::test_save_load_cuda_float8_e4m3fn
2025-06-02T00:14:29.5648755Z 
2025-06-02T00:14:30.3561222Z Running test batch 'tests to run' cost 9866.62 seconds
2025-06-02T00:14:30.9572453Z 
2025-06-02T00:14:30.9573001Z real	164m31.949s
2025-06-02T00:14:30.9573607Z user	2337m16.161s
2025-06-02T00:14:30.9574139Z sys	174m13.669s
2025-06-02T00:14:30.9574549Z + assert_git_not_dirty
2025-06-02T00:14:30.9574878Z + [[ linux-jammy-rocm-py3.10 != *rocm* ]]
2025-06-02T00:14:30.9575252Z + test_libtorch 2
2025-06-02T00:14:30.9575496Z + local SHARD=2
2025-06-02T00:14:30.9575728Z + [[ slow != \s\l\o\w ]]
2025-06-02T00:14:30.9575976Z + test_aot_compilation
2025-06-02T00:14:30.9581163Z + echo 'Testing Ahead of Time compilation'
2025-06-02T00:14:30.9581462Z Testing Ahead of Time compilation
2025-06-02T00:14:30.9582257Z + ln -sf /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libc10.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libc10_hip.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin
2025-06-02T00:14:30.9607406Z + ln -sf /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorch.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorch_cpu.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorch_global_deps.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorch_hip.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorch_python.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorchbind_test.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin
2025-06-02T00:14:30.9622755Z + '[' -f /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin/test_mobile_nnc ']'
2025-06-02T00:14:30.9623231Z + CPP_TESTS_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin
2025-06-02T00:14:30.9623631Z + python test/run_test.py --cpp --verbose -i cpp/test_mobile_nnc
2025-06-02T00:14:31.0539708Z /var/lib/jenkins/pytorch/test/run_test.py:24: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html
2025-06-02T00:14:31.0541333Z   import pkg_resources
2025-06-02T00:14:34.8106368Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json to /var/lib/jenkins/pytorch/test/.pytorch-disabled-tests.json
2025-06-02T00:14:34.8255811Z Found test times from artifacts
2025-06-02T00:14:34.8887521Z Found test times from artifacts
2025-06-02T00:14:34.8908168Z Running all tests
2025-06-02T00:14:34.8913071Z Running parallel tests on 2 processes
2025-06-02T00:14:34.8913779Z Name: tests to run (est. time: 0.0min)
2025-06-02T00:14:34.8914344Z   Serial tests (0):
2025-06-02T00:14:34.8914810Z   Parallel tests (1):
2025-06-02T00:14:34.8915290Z     cpp/test_mobile_nnc 1/1
2025-06-02T00:14:34.8915797Z Name: excluded (est. time: 0.0min)
2025-06-02T00:14:34.8916304Z   Serial tests (0):
2025-06-02T00:14:34.8916718Z   Parallel tests (0):
2025-06-02T00:14:34.8969608Z Running cpp/test_mobile_nnc 1/1 ... [2025-06-02 00:14:34.896515]
2025-06-02T00:14:34.8970990Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:14:34.8976284Z Executing ['pytest', '/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin/test_mobile_nnc', '-m', 'serial', '-v', '-vv', '-rfEX', '-n', '2', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-97e4f0b3a4f4b2eb.xml', '-x', '--reruns=2'] ... [2025-06-02 00:14:34.897093]
2025-06-02T00:14:36.0150305Z 
2025-06-02T00:14:36.0151506Z cpp/test_mobile_nnc 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.test_mobile_nnc_1.1_8abee3f3d7a55ec2_.log
2025-06-02T00:14:36.0152641Z 
2025-06-02T00:14:37.6272407Z Running cpp/test_mobile_nnc 1/1 ... [2025-06-02 00:14:37.626389]
2025-06-02T00:14:37.6273258Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-06-02T00:14:37.6276041Z Executing ['pytest', '/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin/test_mobile_nnc', '-m', 'not serial', '-v', '-vv', '-rfEX', '-n', '2', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-716e18d516cba41e.xml', '-x', '--reruns=2'] ... [2025-06-02 00:14:37.626808]
2025-06-02T00:14:38.3938861Z 
2025-06-02T00:14:38.3940071Z cpp/test_mobile_nnc 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.test_mobile_nnc_1.1_817487d130a88fea_.log
2025-06-02T00:14:38.3941268Z 
2025-06-02T00:14:38.9779604Z Running test batch 'tests to run' cost 4.09 seconds
2025-06-02T00:14:39.5646705Z + '[' -f /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin/aot_model_compiler_test ']'
2025-06-02T00:14:39.5648018Z + source test/mobile/nnc/test_aot_compile.sh
2025-06-02T00:14:39.5648729Z ++ set -e -o pipefail
2025-06-02T00:14:39.5655954Z +++ python -c 'import site; print(site.getsitepackages()[0])'
2025-06-02T00:14:39.5788560Z ++ TORCH_INSTALL_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch
2025-06-02T00:14:39.5789719Z ++ TORCH_BIN_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin
2025-06-02T00:14:39.5790653Z +++ dirname test/mobile/nnc/test_aot_compile.sh
2025-06-02T00:14:39.5809978Z ++ CURRENT_DIR=test/mobile/nnc
2025-06-02T00:14:39.5810711Z ++ MODEL=aot_test_model.pt
2025-06-02T00:14:39.5811442Z ++ COMPILED_MODEL=aot_test_model.compiled.pt
2025-06-02T00:14:39.5812202Z ++ COMPILED_CODE=aot_test_model.compiled.ll
2025-06-02T00:14:39.5817875Z +++ mktemp -d -t build_XXX
2025-06-02T00:14:39.5847811Z ++ TMP_DIR=/tmp/build_h1u
2025-06-02T00:14:39.5848380Z + test_custom_script_ops
2025-06-02T00:14:39.5848906Z + echo 'Testing custom script operators'
2025-06-02T00:14:39.5849497Z Testing custom script operators
2025-06-02T00:14:39.5850384Z + CUSTOM_OP_BUILD=/var/lib/jenkins/pytorch/build/custom_test_artifacts/custom-op-build
2025-06-02T00:14:39.5851287Z + pushd test/custom_operator
2025-06-02T00:14:39.5851816Z ~/pytorch/test/custom_operator ~/pytorch
2025-06-02T00:14:39.5852684Z + cp -a /var/lib/jenkins/pytorch/build/custom_test_artifacts/custom-op-build build
2025-06-02T00:14:39.6012816Z + python test_custom_ops.py -v
2025-06-02T00:14:42.1391126Z /var/lib/jenkins/pytorch/test/custom_operator/pointwise.py:11: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch.
2025-06-02T00:14:42.1393368Z   @torch.library.impl_abstract("custom::cos")
2025-06-02T00:14:42.1689999Z /var/lib/jenkins/pytorch/test/custom_operator/pointwise.py:17: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch.
2025-06-02T00:14:42.1692187Z   @torch.library.impl_abstract("custom::tan")
2025-06-02T00:14:42.1726243Z Test results will be stored in test-reports/python-unittest/test_custom_ops
2025-06-02T00:14:42.1740848Z 
2025-06-02T00:14:42.1741327Z Running tests...
2025-06-02T00:14:42.1741936Z ----------------------------------------------------------------------
2025-06-02T00:14:42.3501130Z   test_abstract_impl_pystub_faketensor (__main__.TestCustomOperators) ... /var/lib/jenkins/pytorch/test/custom_operator/my_custom_ops.py:9: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch.
2025-06-02T00:14:42.3503786Z   @torch.library.impl_abstract("custom::nonzero")
2025-06-02T00:14:42.3577080Z /var/lib/jenkins/pytorch/test/custom_operator/my_custom_ops.py:13: FutureWarning: `create_unbacked_symint` is deprecated, please use `new_dynamic_size` instead
2025-06-02T00:14:42.3578659Z   nnz = ctx.create_unbacked_symint()
2025-06-02T00:14:42.3653651Z ok (0.191s)
2025-06-02T00:14:42.3669268Z   test_abstract_impl_pystub_meta (__main__.TestCustomOperators) ... /var/lib/jenkins/pytorch/test/custom_operator/my_custom_ops2.py:9: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch.
2025-06-02T00:14:42.3672256Z   @torch.library.impl_abstract("custom::sin")
2025-06-02T00:14:42.3683932Z ok (0.003s)
2025-06-02T00:14:42.3700371Z   test_calling_custom_op (__main__.TestCustomOperators) ... ok (0.002s)
2025-06-02T00:14:42.4054597Z   test_calling_custom_op_inside_script_module (__main__.TestCustomOperators) ... ok (0.035s)
2025-06-02T00:14:42.4059076Z   test_calling_custom_op_string (__main__.TestCustomOperators) ... ok (0.000s)
2025-06-02T00:14:42.4083934Z   test_calling_custom_op_with_autograd (__main__.TestCustomOperators) ... /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/autograd/graph.py:829: UserWarning: Using backward() with create_graph=True will create a reference cycle between the parameter and its gradient which can cause a memory leak. We recommend using autograd.grad when creating the graph to avoid this. If you have to use this function, make sure to reset the .grad fields of your parameters to None after use to break the cycle and avoid the leak. (Triggered internally at /var/lib/jenkins/workspace/torch/csrc/autograd/engine.cpp:1294.)
2025-06-02T00:14:42.4088588Z   return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
2025-06-02T00:14:42.4093603Z ok (0.003s)
2025-06-02T00:14:42.4099903Z   test_calling_custom_op_with_autograd_in_nograd_mode (__main__.TestCustomOperators) ... ok (0.001s)
2025-06-02T00:14:42.4101422Z   test_custom_library_is_loaded (__main__.TestCustomOperators) ... ok (0.000s)
2025-06-02T00:14:42.6952049Z   test_dynamo_pystub_suggestion (__main__.TestCustomOperators) ... ok (0.285s)
2025-06-02T00:14:42.6961093Z   test_op_with_incorrect_abstract_impl_pystub (__main__.TestCustomOperators) ... ok (0.001s)
2025-06-02T00:14:42.6968048Z   test_op_with_no_abstract_impl_pystub (__main__.TestCustomOperators) ... ok (0.001s)
2025-06-02T00:14:42.7042185Z   test_saving_and_loading_script_module_with_custom_op (__main__.TestCustomOperators) ... ok (0.007s)
2025-06-02T00:14:42.7043540Z 
2025-06-02T00:14:42.7043846Z ----------------------------------------------------------------------
2025-06-02T00:14:42.7044513Z Ran 12 tests in 0.530s
2025-06-02T00:14:42.7044803Z 
2025-06-02T00:14:42.7044949Z OK
2025-06-02T00:14:42.7045152Z 
2025-06-02T00:14:42.7045337Z Generating XML reports...
2025-06-02T00:14:42.7072380Z Generated XML report: test-reports/python-unittest/test_custom_ops/TEST-TestCustomOperators-20250602001442.xml
2025-06-02T00:14:43.3700144Z + python model.py --export-script-module=model.pt
2025-06-02T00:14:44.8475901Z + build/test_custom_ops ./model.pt
2025-06-02T00:14:45.1609546Z [W602 00:14:45.828385641 engine.cpp:1294] Warning: Using backward() with create_graph=True will create a reference cycle between the parameter and its gradient which can cause a memory leak. We recommend using autograd.grad when creating the graph to avoid this. If you have to use this function, make sure to reset the .grad fields of your parameters to None after use to break the cycle and avoid the leak. (function operator())
2025-06-02T00:14:45.6560017Z ok
2025-06-02T00:14:45.8073194Z + popd
2025-06-02T00:14:45.8073691Z ~/pytorch
2025-06-02T00:14:45.8074112Z + assert_git_not_dirty
2025-06-02T00:14:45.8074631Z + [[ linux-jammy-rocm-py3.10 != *rocm* ]]
2025-06-02T00:14:45.8075191Z + test_custom_backend
2025-06-02T00:14:45.8079569Z + echo 'Testing custom backends'
2025-06-02T00:14:45.8080181Z Testing custom backends
2025-06-02T00:14:45.8081089Z + CUSTOM_BACKEND_BUILD=/var/lib/jenkins/pytorch/build/custom_test_artifacts/custom-backend-build
2025-06-02T00:14:45.8082093Z + pushd test/custom_backend
2025-06-02T00:14:45.8082617Z ~/pytorch/test/custom_backend ~/pytorch
2025-06-02T00:14:45.8083523Z + cp -a /var/lib/jenkins/pytorch/build/custom_test_artifacts/custom-backend-build build
2025-06-02T00:14:45.8220490Z + python test_custom_backend.py -v
2025-06-02T00:14:48.2897442Z Test results will be stored in test-reports/python-unittest/test_custom_backend
2025-06-02T00:14:48.2906532Z 
2025-06-02T00:14:48.2906925Z Running tests...
2025-06-02T00:14:48.2908134Z ----------------------------------------------------------------------
2025-06-02T00:14:48.2911477Z   test_execute (__main__.TestCustomBackend)
2025-06-02T00:14:48.4504630Z Test execution using the custom backend. ... ok (0.160s)
2025-06-02T00:14:48.4510056Z   test_save_load (__main__.TestCustomBackend)
2025-06-02T00:14:48.4666053Z Test that a lowered module can be executed correctly ... ok (0.016s)
2025-06-02T00:14:48.4666684Z 
2025-06-02T00:14:48.4667001Z ----------------------------------------------------------------------
2025-06-02T00:14:48.4667710Z Ran 2 tests in 0.176s
2025-06-02T00:14:48.4667996Z 
2025-06-02T00:14:48.4668134Z OK
2025-06-02T00:14:48.4668341Z 
2025-06-02T00:14:48.4668530Z Generating XML reports...
2025-06-02T00:14:48.4690844Z Generated XML report: test-reports/python-unittest/test_custom_backend/TEST-TestCustomBackend-20250602001448.xml
2025-06-02T00:14:49.0585029Z + python backend.py --export-module-to=model.pt
2025-06-02T00:14:50.7107377Z + build/test_custom_backend ./model.pt
2025-06-02T00:14:50.9975141Z Testing custom_backend
2025-06-02T00:14:51.0613416Z OK
2025-06-02T00:14:51.2921100Z + rm -f ./model.pt
2025-06-02T00:14:51.2956934Z + popd
2025-06-02T00:14:51.2957856Z ~/pytorch
2025-06-02T00:14:51.2958367Z + assert_git_not_dirty
2025-06-02T00:14:51.2958878Z + [[ linux-jammy-rocm-py3.10 != *rocm* ]]
2025-06-02T00:14:51.2959478Z + test_torch_function_benchmark
2025-06-02T00:14:51.2960036Z + echo 'Testing __torch_function__ benchmarks'
2025-06-02T00:14:51.2960638Z Testing __torch_function__ benchmarks
2025-06-02T00:14:51.2961198Z + pushd benchmarks/overrides_benchmark
2025-06-02T00:14:51.2961842Z ~/pytorch/benchmarks/overrides_benchmark ~/pytorch
2025-06-02T00:14:51.2962487Z + python bench.py -n 1 -m 2
2025-06-02T00:14:52.3946054Z Type tensor had a minimum time of 0.006198883056640625 us and a standard deviation of 1.0000604670494795 us.
2025-06-02T00:14:52.3948277Z Type SubTensor had a minimum time of 0.013589859008789062 us and a standard deviation of 0.04905893001705408 us.
2025-06-02T00:14:52.3949752Z Type WithTorchFunction had a minimum time of 0.0054836273193359375 us and a standard deviation of 0.014498516065941658 us.
2025-06-02T00:14:52.3951282Z Type SubWithTorchFunction had a minimum time of 0.01049041748046875 us and a standard deviation of 0.006237733487068908 us.
2025-06-02T00:14:52.7597586Z + python pyspybench.py Tensor -n 1
2025-06-02T00:14:54.2111696Z + python pyspybench.py SubTensor -n 1
2025-06-02T00:14:55.6620529Z + python pyspybench.py WithTorchFunction -n 1
2025-06-02T00:14:57.1447146Z + python pyspybench.py SubWithTorchFunction -n 1
2025-06-02T00:14:58.6159609Z + popd
2025-06-02T00:14:58.6160088Z ~/pytorch
2025-06-02T00:14:58.6160495Z + assert_git_not_dirty
2025-06-02T00:14:58.6161027Z + [[ linux-jammy-rocm-py3.10 != *rocm* ]]
2025-06-02T00:14:58.6308462Z ##[group]Run # copy test results back to the mounted workspace, needed sudo, resulting permissions were correct
2025-06-02T00:14:58.6310178Z # copy test results back to the mounted workspace, needed sudo, resulting permissions were correct
2025-06-02T00:14:58.6312240Z docker exec -t "f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102" sh -c "cd ../pytorch && sudo cp -R test/test-reports ../workspace/test"
2025-06-02T00:14:58.6397806Z shell: /usr/bin/bash -e {0}
2025-06-02T00:14:58.6398312Z env:
2025-06-02T00:14:58.6398703Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:14:58.6399428Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:14:58.6400466Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:14:58.6401458Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:14:58.6403254Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:14:58.6404809Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:14:58.6405309Z   AWS_REGION: us-east-1
2025-06-02T00:14:58.6405869Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:14:58.6406852Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:14:58.6416370Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:14:58.6416759Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:14:58.6417183Z ##[endgroup]
2025-06-02T00:14:58.8478358Z ##[group]Run cat test/**/*_toprint.log || true
2025-06-02T00:14:58.8479113Z cat test/**/*_toprint.log || true
2025-06-02T00:14:58.8539415Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-02T00:14:58.8540077Z env:
2025-06-02T00:14:58.8540467Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:14:58.8541187Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:14:58.8542222Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:14:58.8543190Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:14:58.8544863Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:14:58.8546393Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:14:58.8546886Z   AWS_REGION: us-east-1
2025-06-02T00:14:58.8547508Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:14:58.8548173Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:14:58.8558254Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:14:58.8559046Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:14:58.8559867Z ##[endgroup]
2025-06-02T00:14:58.8739751Z cat: 'test/**/*_toprint.log': No such file or directory
2025-06-02T00:14:58.8991363Z Prepare all required actions
2025-06-02T00:14:58.8992438Z Getting action download info
2025-06-02T00:14:59.4891105Z Download action repository 'seemethere/upload-artifact-s3@v5' (SHA:baba72d0712b404f646cebe0730933554ebce96a)
2025-06-02T00:15:00.6775096Z Download action repository 'actions/upload-artifact@v4' (SHA:ea165f8d65b6e75b540449e92b4886f43607fa02)
2025-06-02T00:15:02.0044446Z ##[group]Run ./.github/actions/upload-test-artifacts
2025-06-02T00:15:02.0044714Z with:
2025-06-02T00:15:02.0044869Z   use-gha: true
2025-06-02T00:15:02.0045098Z   file-suffix: test-slow-2-2-linux.rocm.gpu.2_43268619021
2025-06-02T00:15:02.0045380Z   s3-bucket: gha-artifacts
2025-06-02T00:15:02.0045560Z env:
2025-06-02T00:15:02.0045724Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:02.0046025Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:02.0046452Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:02.0046884Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:02.0047577Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:02.0048210Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:02.0048413Z   AWS_REGION: us-east-1
2025-06-02T00:15:02.0048651Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:02.0048924Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:02.0052948Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:02.0053273Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:02.0053614Z ##[endgroup]
2025-06-02T00:15:02.0131868Z ##[group]Run actions/upload-artifact@v4
2025-06-02T00:15:02.0132096Z with:
2025-06-02T00:15:02.0132375Z   name: test-jsons-runattempt1-test-slow-2-2-linux.rocm.gpu.2_43268619021.zip
2025-06-02T00:15:02.0132721Z   retention-days: 14
2025-06-02T00:15:02.0132908Z   if-no-files-found: warn
2025-06-02T00:15:02.0133099Z   path: test/**/*.json
2025-06-02T00:15:02.0133279Z   compression-level: 6
2025-06-02T00:15:02.0133466Z   overwrite: false
2025-06-02T00:15:02.0133651Z   include-hidden-files: false
2025-06-02T00:15:02.0133843Z env:
2025-06-02T00:15:02.0133999Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:02.0134281Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:02.0134844Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:02.0135240Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:02.0135935Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:02.0136559Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:02.0136768Z   AWS_REGION: us-east-1
2025-06-02T00:15:02.0136993Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:02.0137268Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:02.0141295Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:02.0141625Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:02.0141954Z ##[endgroup]
2025-06-02T00:15:02.6815298Z With the provided path, there will be 7 files uploaded
2025-06-02T00:15:02.6821096Z Artifact name is valid!
2025-06-02T00:15:02.6821702Z Root directory input is valid!
2025-06-02T00:15:04.3408724Z Beginning upload of artifact content to blob storage
2025-06-02T00:15:04.9403452Z Uploaded bytes 45847
2025-06-02T00:15:05.0326945Z Finished uploading artifact content to blob storage!
2025-06-02T00:15:05.0332538Z SHA256 digest of uploaded artifact zip is 81d3cfd75205f6a289b7a027f99dca425948d7299ec9af4ed9f4dab6dee24c1d
2025-06-02T00:15:05.0335340Z Finalizing artifact upload
2025-06-02T00:15:05.1697715Z Artifact test-jsons-runattempt1-test-slow-2-2-linux.rocm.gpu.2_43268619021.zip.zip successfully finalized. Artifact ID 3237591278
2025-06-02T00:15:05.1699873Z Artifact test-jsons-runattempt1-test-slow-2-2-linux.rocm.gpu.2_43268619021.zip has been successfully uploaded! Final size is 45847 bytes. Artifact ID is 3237591278
2025-06-02T00:15:05.1710610Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/15379340897/artifacts/3237591278
2025-06-02T00:15:05.2053877Z ##[group]Run actions/upload-artifact@v4
2025-06-02T00:15:05.2054503Z with:
2025-06-02T00:15:05.2055208Z   name: test-reports-runattempt1-test-slow-2-2-linux.rocm.gpu.2_43268619021.zip
2025-06-02T00:15:05.2056070Z   retention-days: 14
2025-06-02T00:15:05.2056524Z   if-no-files-found: ignore
2025-06-02T00:15:05.2057043Z   path: test/**/*.xml
test/**/*.csv

2025-06-02T00:15:05.2057579Z   compression-level: 6
2025-06-02T00:15:05.2058028Z   overwrite: false
2025-06-02T00:15:05.2058476Z   include-hidden-files: false
2025-06-02T00:15:05.2058951Z env:
2025-06-02T00:15:05.2059339Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:05.2060074Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:05.2061118Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:05.2062113Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:05.2063804Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:05.2065344Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:05.2065849Z   AWS_REGION: us-east-1
2025-06-02T00:15:05.2066403Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:05.2067087Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:05.2076952Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:05.2077899Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:05.2078728Z ##[endgroup]
2025-06-02T00:15:05.9672352Z With the provided path, there will be 510 files uploaded
2025-06-02T00:15:05.9675609Z Artifact name is valid!
2025-06-02T00:15:05.9676526Z Root directory input is valid!
2025-06-02T00:15:07.6049317Z Beginning upload of artifact content to blob storage
2025-06-02T00:15:09.4930716Z Uploaded bytes 1082390
2025-06-02T00:15:09.5851463Z Finished uploading artifact content to blob storage!
2025-06-02T00:15:09.5857193Z SHA256 digest of uploaded artifact zip is 2fb79cc8fffa4809f2fa0ce29f61e2fa46adddc43186da775ae526ef9ccea9c0
2025-06-02T00:15:09.5859564Z Finalizing artifact upload
2025-06-02T00:15:09.7235325Z Artifact test-reports-runattempt1-test-slow-2-2-linux.rocm.gpu.2_43268619021.zip.zip successfully finalized. Artifact ID 3237591498
2025-06-02T00:15:09.7237695Z Artifact test-reports-runattempt1-test-slow-2-2-linux.rocm.gpu.2_43268619021.zip has been successfully uploaded! Final size is 1082390 bytes. Artifact ID is 3237591498
2025-06-02T00:15:09.7249357Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/15379340897/artifacts/3237591498
2025-06-02T00:15:09.7665361Z ##[group]Run actions/upload-artifact@v4
2025-06-02T00:15:09.7666057Z with:
2025-06-02T00:15:09.7666817Z   name: logs-runattempt1-test-slow-2-2-linux.rocm.gpu.2_43268619021.zip
2025-06-02T00:15:09.7667701Z   retention-days: 14
2025-06-02T00:15:09.7668172Z   if-no-files-found: ignore
2025-06-02T00:15:09.7668725Z   path: usage_log.txt
test/**/*.log

2025-06-02T00:15:09.7669281Z   compression-level: 6
2025-06-02T00:15:09.7669760Z   overwrite: false
2025-06-02T00:15:09.7670207Z   include-hidden-files: false
2025-06-02T00:15:09.7670689Z env:
2025-06-02T00:15:09.7671069Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:09.7671799Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:09.7672856Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:09.7673870Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:09.7676023Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:09.7677758Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:09.7678493Z   AWS_REGION: us-east-1
2025-06-02T00:15:09.7679083Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:09.7679787Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:09.7690732Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:09.7691538Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:09.7692378Z ##[endgroup]
2025-06-02T00:15:10.5452146Z Multiple search paths detected. Calculating the least common ancestor of all paths
2025-06-02T00:15:10.5454269Z The least common ancestor is /home/pytorchci/actions-runner/_work/pytorch/pytorch. This will be the root directory of the artifact
2025-06-02T00:15:10.5455604Z With the provided path, there will be 528 files uploaded
2025-06-02T00:15:10.5458713Z Artifact name is valid!
2025-06-02T00:15:10.5459478Z Root directory input is valid!
2025-06-02T00:15:12.1686896Z Beginning upload of artifact content to blob storage
2025-06-02T00:15:19.0698831Z Uploaded bytes 1746306
2025-06-02T00:15:19.1655538Z Finished uploading artifact content to blob storage!
2025-06-02T00:15:19.1661334Z SHA256 digest of uploaded artifact zip is 20846bf13aa98051aae0ed84b22783c8399e3056f8c6323e7ff78a0caa8ed7ed
2025-06-02T00:15:19.1664350Z Finalizing artifact upload
2025-06-02T00:15:19.5225357Z Artifact logs-runattempt1-test-slow-2-2-linux.rocm.gpu.2_43268619021.zip.zip successfully finalized. Artifact ID 3237591926
2025-06-02T00:15:19.5227387Z Artifact logs-runattempt1-test-slow-2-2-linux.rocm.gpu.2_43268619021.zip has been successfully uploaded! Final size is 1746306 bytes. Artifact ID is 3237591926
2025-06-02T00:15:19.5242409Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/15379340897/artifacts/3237591926
2025-06-02T00:15:19.5655255Z ##[group]Run # shellcheck disable=SC2156
2025-06-02T00:15:19.5655715Z # shellcheck disable=SC2156
2025-06-02T00:15:19.5656270Z find . -iname "core.[1-9]*" -exec docker exec "${CONTAINER_NAME}" sh -c "gdb python {} -ex 'bt' -ex 'q'" \;
2025-06-02T00:15:19.5710474Z shell: /usr/bin/bash -e {0}
2025-06-02T00:15:19.5710992Z env:
2025-06-02T00:15:19.5711411Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:19.5712172Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:19.5713542Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:19.5714561Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:19.5716293Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:19.5718042Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:19.5718576Z   AWS_REGION: us-east-1
2025-06-02T00:15:19.5719171Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:19.5719880Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:19.5730517Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:19.5731455Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:19.5732226Z ##[endgroup]
2025-06-02T00:15:19.9331535Z ##[group]Run aws-actions/configure-aws-credentials@ececac1a45f3b08a01d2dd070d28d111c5fe6722
2025-06-02T00:15:19.9332579Z with:
2025-06-02T00:15:19.9333297Z   role-to-assume: arn:aws:iam::308535385114:role/gha_workflow_upload-benchmark-results
2025-06-02T00:15:19.9334193Z   role-duration-seconds: 18000
2025-06-02T00:15:19.9334743Z   aws-region: us-east-1
2025-06-02T00:15:19.9335255Z   audience: sts.amazonaws.com
2025-06-02T00:15:19.9335755Z env:
2025-06-02T00:15:19.9336174Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:19.9336936Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:19.9338037Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:19.9339050Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:19.9340843Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:19.9342706Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:19.9343255Z   AWS_REGION: us-east-1
2025-06-02T00:15:19.9343861Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:19.9344575Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:19.9354481Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:19.9355297Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:19.9356150Z ##[endgroup]
2025-06-02T00:15:20.4805744Z Assuming role with OIDC
2025-06-02T00:15:20.9953888Z Authenticated as assumedRoleId AROAUPVRELQNA5GQHA6IA:GitHubActions
2025-06-02T00:15:21.1280243Z ##[group]Run pytorch/test-infra/.github/actions/upload-benchmark-results@main
2025-06-02T00:15:21.1281165Z with:
2025-06-02T00:15:21.1281679Z   benchmark-results-dir: test/test-reports
2025-06-02T00:15:21.1282308Z   dry-run: false
2025-06-02T00:15:21.1282772Z   schema-version: v3
2025-06-02T00:15:21.1283757Z   github-token: ***
2025-06-02T00:15:21.1284235Z env:
2025-06-02T00:15:21.1284738Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:21.1285703Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:21.1287039Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:21.1288279Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:21.1290411Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:21.1292187Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:21.1292750Z   AWS_REGION: us-east-1
2025-06-02T00:15:21.1293330Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:21.1294058Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:21.1304146Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:21.1304986Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:21.1305883Z ##[endgroup]
2025-06-02T00:15:21.1343936Z ##[group]Run set -eux
2025-06-02T00:15:21.1344510Z set -eux
2025-06-02T00:15:21.1345398Z python3 -mpip install boto3==1.35.33
2025-06-02T00:15:21.1407016Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-02T00:15:21.1407775Z env:
2025-06-02T00:15:21.1408225Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:21.1409020Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:21.1410157Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:21.1411212Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:21.1412999Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:21.1414610Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:21.1415175Z   AWS_REGION: us-east-1
2025-06-02T00:15:21.1415790Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:21.1416521Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:21.1426108Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:21.1426961Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:21.1427868Z ##[endgroup]
2025-06-02T00:15:21.1514487Z + python3 -mpip install boto3==1.35.33
2025-06-02T00:15:21.4076340Z Defaulting to user installation because normal site-packages is not writeable
2025-06-02T00:15:21.4850710Z Requirement already satisfied: boto3==1.35.33 in /home/pytorchci/.local/lib/python3.10/site-packages (1.35.33)
2025-06-02T00:15:21.4888313Z Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in /home/pytorchci/.local/lib/python3.10/site-packages (from boto3==1.35.33) (1.0.1)
2025-06-02T00:15:21.4892057Z Requirement already satisfied: s3transfer<0.11.0,>=0.10.0 in /home/pytorchci/.local/lib/python3.10/site-packages (from boto3==1.35.33) (0.10.4)
2025-06-02T00:15:21.4896208Z Requirement already satisfied: botocore<1.36.0,>=1.35.33 in /home/pytorchci/.local/lib/python3.10/site-packages (from boto3==1.35.33) (1.35.99)
2025-06-02T00:15:21.4938443Z Requirement already satisfied: python-dateutil<3.0.0,>=2.1 in /home/pytorchci/.local/lib/python3.10/site-packages (from botocore<1.36.0,>=1.35.33->boto3==1.35.33) (2.9.0.post0)
2025-06-02T00:15:21.4948841Z Requirement already satisfied: urllib3!=2.2.0,<3,>=1.25.4 in /usr/lib/python3/dist-packages (from botocore<1.36.0,>=1.35.33->boto3==1.35.33) (1.26.5)
2025-06-02T00:15:21.4986127Z Requirement already satisfied: six>=1.5 in /usr/lib/python3/dist-packages (from python-dateutil<3.0.0,>=2.1->botocore<1.36.0,>=1.35.33->boto3==1.35.33) (1.16.0)
2025-06-02T00:15:21.6437770Z ##[group]Run set -eux
2025-06-02T00:15:21.6438341Z set -eux
2025-06-02T00:15:21.6438786Z 
2025-06-02T00:15:21.6439288Z if [[ -z "${GITHUB_TOKEN}" ]]; then
2025-06-02T00:15:21.6440004Z   echo "Missing github-token input"
2025-06-02T00:15:21.6440636Z   exit 1
2025-06-02T00:15:21.6441076Z fi
2025-06-02T00:15:21.6494372Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-02T00:15:21.6494782Z env:
2025-06-02T00:15:21.6495017Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:21.6495443Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:21.6496035Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:21.6496574Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:21.6498094Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:21.6499962Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:21.6500530Z   AWS_REGION: us-east-1
2025-06-02T00:15:21.6501164Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:21.6501895Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:21.6511446Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:21.6512259Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:21.6513715Z   GITHUB_TOKEN: ***
2025-06-02T00:15:21.6514203Z ##[endgroup]
2025-06-02T00:15:21.6593494Z + [[ -z *** ]]
2025-06-02T00:15:21.6677782Z ##[group]Run pytorch/test-infra/.github/actions/get-workflow-job-id@main
2025-06-02T00:15:21.6678597Z with:
2025-06-02T00:15:21.6679294Z   github-token: ***
2025-06-02T00:15:21.6679768Z env:
2025-06-02T00:15:21.6680198Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:21.6681025Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:21.6682133Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:21.6683195Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:21.6684989Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:21.6686870Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:21.6687539Z   AWS_REGION: us-east-1
2025-06-02T00:15:21.6688203Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:21.6689039Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:21.6699435Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:21.6700326Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:21.6701200Z ##[endgroup]
2025-06-02T00:15:21.6731698Z ##[group]Run set -eux
2025-06-02T00:15:21.6732235Z set -eux
2025-06-02T00:15:21.6732700Z 
2025-06-02T00:15:21.6733610Z python3 "${GITHUB_ACTION_PATH}/../../scripts/get_workflow_job_id.py" "${GITHUB_RUN_ID}" "${RUNNER_NAME}"
2025-06-02T00:15:21.6789322Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-02T00:15:21.6790059Z env:
2025-06-02T00:15:21.6790727Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:21.6791505Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:21.6792624Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:21.6793681Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:21.6795426Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:21.6797020Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:21.6797694Z   AWS_REGION: us-east-1
2025-06-02T00:15:21.6798633Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:21.6799400Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:21.6809774Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:21.6810770Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:21.6811995Z   GITHUB_TOKEN: ***
2025-06-02T00:15:21.6812483Z ##[endgroup]
2025-06-02T00:15:21.6908650Z + python3 /home/pytorchci/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/get-workflow-job-id/../../scripts/get_workflow_job_id.py 15379340897 pytorch-rocm-hw-29
2025-06-02T00:15:22.6764409Z setting job-id=43268619021
2025-06-02T00:15:22.6765440Z setting job-name=linux-jammy-rocm-py3.10 / test (slow, 2, 2, linux.rocm.gpu.2, module:rocm)
2025-06-02T00:15:22.6976769Z ##[group]Run set -eux
2025-06-02T00:15:22.6977126Z set -eux
2025-06-02T00:15:22.6977515Z 
2025-06-02T00:15:22.6978414Z python3 "${GITHUB_ACTION_PATH}/../../scripts/benchmarks/gather_metadata.py" \
2025-06-02T00:15:22.6979603Z   --schema-version "${SCHEMA_VERSION}" \
2025-06-02T00:15:22.6980310Z   --repo "${REPO}" \
2025-06-02T00:15:22.6980922Z   --head-branch "${HEAD_BRANCH}" \
2025-06-02T00:15:22.6981582Z   --head-sha "${HEAD_SHA}" \
2025-06-02T00:15:22.6982251Z   --workflow-id "${WORKFLOW_RUN_ID}" \
2025-06-02T00:15:22.6982975Z   --run-attempt "${RUN_ATTEMPT}" \
2025-06-02T00:15:22.6983609Z   --job-id "${JOB_ID}" \
2025-06-02T00:15:22.6984481Z   --job-name "${JOB_NAME}"
2025-06-02T00:15:22.7038180Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-02T00:15:22.7038913Z env:
2025-06-02T00:15:22.7039362Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:22.7040165Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:22.7041315Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:22.7042385Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:22.7044144Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:22.7045877Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:22.7046565Z   AWS_REGION: us-east-1
2025-06-02T00:15:22.7047286Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:22.7048195Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:22.7054859Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:22.7055300Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:22.7055754Z   SCHEMA_VERSION: v3
2025-06-02T00:15:22.7056030Z   REPO: pytorch/pytorch
2025-06-02T00:15:22.7056313Z   HEAD_BRANCH: refs/heads/main
2025-06-02T00:15:22.7056656Z   HEAD_SHA: f7c09f864a6c6467a7454f1431340d3338473fd1
2025-06-02T00:15:22.7057060Z   WORKFLOW_RUN_ID: 15379340897
2025-06-02T00:15:22.7057475Z   RUN_ATTEMPT: 1
2025-06-02T00:15:22.7058075Z   JOB_ID: 43268619021
2025-06-02T00:15:22.7059017Z   JOB_NAME: linux-jammy-rocm-py3.10 / test (slow, 2, 2, linux.rocm.gpu.2, module:rocm)
2025-06-02T00:15:22.7060032Z ##[endgroup]
2025-06-02T00:15:22.7148751Z + python3 /home/pytorchci/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/benchmarks/gather_metadata.py --schema-version v3 --repo pytorch/pytorch --head-branch refs/heads/main --head-sha f7c09f864a6c6467a7454f1431340d3338473fd1 --workflow-id 15379340897 --run-attempt 1 --job-id 43268619021 --job-name 'linux-jammy-rocm-py3.10 / test (slow, 2, 2, linux.rocm.gpu.2, module:rocm)'
2025-06-02T00:15:22.7429189Z ##[group]Run set -eux
2025-06-02T00:15:22.7429730Z set -eux
2025-06-02T00:15:22.7430178Z 
2025-06-02T00:15:22.7430708Z # TODO (huydhn): Implement this part
2025-06-02T00:15:22.7431422Z echo "runners=[]" >> "${GITHUB_OUTPUT}"
2025-06-02T00:15:22.7479275Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-02T00:15:22.7480046Z env:
2025-06-02T00:15:22.7480497Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:22.7481320Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:22.7482429Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:22.7483518Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:22.7485297Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:22.7487201Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:22.7487873Z   AWS_REGION: us-east-1
2025-06-02T00:15:22.7488584Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:22.7489435Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:22.7495553Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:22.7496007Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:22.7496465Z ##[endgroup]
2025-06-02T00:15:22.7574756Z + echo 'runners=[]'
2025-06-02T00:15:22.7601970Z ##[group]Run set -eux
2025-06-02T00:15:22.7602531Z set -eux
2025-06-02T00:15:22.7602983Z 
2025-06-02T00:15:22.7603504Z # TODO (huydhn): Implement this part
2025-06-02T00:15:22.7604281Z echo "dependencies={}" >> "${GITHUB_OUTPUT}"
2025-06-02T00:15:22.7655712Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-02T00:15:22.7656274Z env:
2025-06-02T00:15:22.7656509Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:22.7656940Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:22.7657582Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:22.7658676Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:22.7660763Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:22.7662357Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:22.7662921Z   AWS_REGION: us-east-1
2025-06-02T00:15:22.7663568Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:22.7664321Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:22.7673951Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:22.7674809Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:22.7675730Z ##[endgroup]
2025-06-02T00:15:22.7916618Z + echo 'dependencies={}'
2025-06-02T00:15:22.7956377Z ##[group]Run set -eux
2025-06-02T00:15:22.7956936Z set -eux
2025-06-02T00:15:22.7957553Z 
2025-06-02T00:15:22.7958090Z if [[ ! -d "${BENCHMARK_RESULTS_DIR}" ]]; then
2025-06-02T00:15:22.7958935Z   echo "${BENCHMARK_RESULTS_DIR} does not exist, skipping"
2025-06-02T00:15:22.7959874Z   # We don't want the job to fail if the directory doesn't exist
2025-06-02T00:15:22.7960595Z   exit 0
2025-06-02T00:15:22.7961040Z fi
2025-06-02T00:15:22.7961446Z 
2025-06-02T00:15:22.7961911Z if [[ "${DRY_RUN}" == "true" ]]; then
2025-06-02T00:15:22.7962806Z   python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \
2025-06-02T00:15:22.7964091Z     --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \
2025-06-02T00:15:22.7964886Z     --metadata "${BENCHMARK_METADATA}" \
2025-06-02T00:15:22.7965699Z     --runners "${RUNNER_INFO}" \
2025-06-02T00:15:22.7966479Z     --dependencies "${DEPENDENCIES}" \
2025-06-02T00:15:22.7967225Z     --dry-run
2025-06-02T00:15:22.7967803Z else
2025-06-02T00:15:22.7968676Z   python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \
2025-06-02T00:15:22.7969853Z     --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \
2025-06-02T00:15:22.7971180Z     --metadata "${BENCHMARK_METADATA}" \
2025-06-02T00:15:22.7971977Z     --runners "${RUNNER_INFO}" \
2025-06-02T00:15:22.7972652Z     --dependencies "${DEPENDENCIES}"
2025-06-02T00:15:22.7973260Z fi
2025-06-02T00:15:22.8028150Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-02T00:15:22.8028891Z env:
2025-06-02T00:15:22.8029340Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:22.8030116Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:22.8031248Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:22.8032278Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:22.8034010Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:22.8035617Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:22.8036163Z   AWS_REGION: us-east-1
2025-06-02T00:15:22.8036758Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:22.8037674Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:22.8047728Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:22.8048726Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:22.8049832Z   BENCHMARK_RESULTS_DIR: test/test-reports
2025-06-02T00:15:22.8050553Z   DRY_RUN: false
2025-06-02T00:15:22.8053034Z   BENCHMARK_METADATA: {"timestamp": 1748823322, "schema_version": "v3", "name": "linux-jammy-rocm-py3.10 / test (slow, 2, 2, linux.rocm.gpu.2, module:rocm)", "repo": "pytorch/pytorch", "head_branch": "refs/heads/main", "head_sha": "f7c09f864a6c6467a7454f1431340d3338473fd1", "workflow_id": 15379340897, "run_attempt": 1, "job_id": 43268619021}
2025-06-02T00:15:22.8055578Z   RUNNER_INFO: []
2025-06-02T00:15:22.8056042Z   DEPENDENCIES: {}
2025-06-02T00:15:22.8056506Z ##[endgroup]
2025-06-02T00:15:22.8138282Z + [[ ! -d test/test-reports ]]
2025-06-02T00:15:22.8139031Z + [[ false == \t\r\u\e ]]
2025-06-02T00:15:22.8143263Z + python3 /home/pytorchci/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/upload_benchmark_results.py --benchmark-results-dir test/test-reports --metadata '{"timestamp": 1748823322, "schema_version": "v3", "name": "linux-jammy-rocm-py3.10 / test (slow, 2, 2, linux.rocm.gpu.2, module:rocm)", "repo": "pytorch/pytorch", "head_branch": "refs/heads/main", "head_sha": "f7c09f864a6c6467a7454f1431340d3338473fd1", "workflow_id": 15379340897, "run_attempt": 1, "job_id": 43268619021}' --runners '[]' --dependencies '{}'
2025-06-02T00:15:22.9663723Z /home/pytorchci/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/upload_benchmark_results.py:236: UserWarning: {'included': [{'test_file': 'cpp/test_mobile_nnc'}], 'excluded': []} from test/test-reports/td_exclusions-447aa94b8cd550320d1b.json is not a benchmark record, skipping
2025-06-02T00:15:22.9666642Z   warn(f"{result} from {filepath} is not a benchmark record, skipping")
2025-06-02T00:15:22.9777428Z /home/pytorchci/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/upload_benchmark_results.py:236: UserWarning: {'included': [{'test_file': 'inductor/test_compiled_autograd'}, {'test_file': 'test_ci_sanity_check_fail'}, {'test_file': 'test_overrides'}, {'test_file': 'dynamo/test_unittest'}, {'test_file': 'test_sparse_csr'}, {'test_file': 'test_sparse_semi_structured'}, {'test_file': 'dynamo/test_sources'}, {'test_file': 'export/test_sparse'}, {'test_file': 'test_sparse'}, {'test_file': 'functorch/test_rearrange'}, {'test_file': 'functorch/test_parsing'}, {'test_file': 'test_package'}, {'test_file': 'inductor/test_external_callables'}, {'test_file': 'inductor/test_torchinductor_strided_blocks'}, {'test_file': 'inductor/test_utils'}, {'test_file': 'test_autoload'}, {'test_file': 'inductor/test_triton_syntax'}, {'test_file': 'torch_np/test_ufuncs_basic'}, {'test_file': 'test_per_overload_api'}, {'test_file': 'test_ao_sparsity'}, {'test_file': 'export/test_retraceability'}, {'test_file': 'inductor/test_triton_extension_backend'}, {'test_file': 'inductor/test_triton_kernels'}, {'test_file': 'inductor/test_cpp_wrapper_hipify'}, {'test_file': 'dynamo/test_recompiles'}, {'test_file': 'inductor/test_flex_decoding'}, {'test_file': 'inductor/test_inductor_annotations'}, {'test_file': 'inductor/test_cutlass_backend'}, {'test_file': 'inductor/test_kernel_benchmark'}, {'test_file': 'inductor/test_aot_inductor_arrayref'}, {'test_file': 'test_comparison_utils'}, {'test_file': 'dynamo/test_skip_guard_eval_unsafe'}, {'test_file': 'test_appending_byte_serializer'}, {'test_file': 'test_mkl_verbose'}, {'test_file': 'test_transformers'}, {'test_file': 'dynamo/test_resume'}, {'test_file': 'test_utils_config_module'}, {'test_file': 'inductor/test_pad_mm'}, {'test_file': 'inductor/test_fx_fusion'}, {'test_file': 'inductor/test_smoke'}, {'test_file': 'torch_np/test_binary_ufuncs'}, {'test_file': 'export/test_functionalized_assertions'}, {'test_file': 'torch_np/test_unary_ufuncs'}, {'test_file': 'export/test_unflatten_training_ir'}, {'test_file': 'dynamo/test_base_output'}, {'test_file': 'test_functionalization'}, {'test_file': 'dynamo/test_global'}, {'test_file': 'inductor/test_inductor_utils'}, {'test_file': 'functorch/test_ac_logging'}, {'test_file': 'test_transformers_privateuse1'}, {'test_file': 'dynamo/test_nops'}, {'test_file': 'inductor/test_provenance_tracing'}, {'test_file': 'test_foreach'}, {'test_file': 'test_fx_experimental'}, {'test_file': 'inductor/test_flex_attention'}, {'test_file': 'inductor/test_ck_backend'}, {'test_file': 'dynamo/test_metrics_context'}, {'test_file': 'torch_np/test_nep50_examples'}, {'test_file': 'torch_np/test_scalars_0D_arrays'}, {'test_file': 'inductor/test_ordered_set'}, {'test_file': 'test_extension_utils'}, {'test_file': 'inductor/test_cudagraph_trees'}, {'test_file': 'inductor/test_aot_inductor_custom_ops'}, {'test_file': 'dynamo/test_functions'}, {'test_file': 'test_hop_infra'}, {'test_file': 'test_custom_ops'}, {'test_file': 'dynamo/test_dicts'}, {'test_file': 'inductor/test_debug_trace'}, {'test_file': 'export/test_tree_utils'}, {'test_file': 'dynamo/test_interop'}, {'test_file': 'torch_np/test_dtype'}, {'test_file': 'export/test_export_training_ir_to_run_decomp'}, {'test_file': 'inductor/test_extension_backend'}, {'test_file': 'test_license'}, {'test_file': 'inductor/test_memory_planning'}, {'test_file': 'inductor/test_minifier_utils'}, {'test_file': 'dynamo/test_frame_init'}, {'test_file': 'higher_order_ops/test_with_effects'}, {'test_file': 'export/test_serdes'}, {'test_file': 'dynamo/test_modules'}, {'test_file': 'inductor/test_b2b_gemm'}, {'test_file': 'test_flop_counter'}, {'test_file': 'test_expanded_weights'}, {'test_file': 'test_mkldnn_verbose'}, {'test_file': 'export/test_export'}, {'test_file': 'inductor/test_move_constructors_to_cuda'}, {'test_file': 'test_pruning_op'}, {'test_file': 'test_proxy_tensor'}, {'test_file': 'test_deploy'}, {'test_file': 'test_cpp_api_parity'}, {'test_file': 'test_typing'}, {'test_file': 'inductor/test_gpu_cpp_wrapper'}, {'test_file': 'inductor/test_compile_worker'}, {'test_file': 'inductor/test_triton_cpu_backend'}, {'test_file': 'inductor/test_fp8'}, {'test_file': 'inductor/test_indexing'}, {'test_file': 'test_pytree'}, {'test_file': 'inductor/test_triton_wrapper'}, {'test_file': 'inductor/test_torchinductor_opinfo'}, {'test_file': 'inductor/test_compiled_optimizers'}, {'test_file': 'test_logging'}, {'test_file': 'torch_np/test_random'}, {'test_file': 'dynamo/test_skip_non_tensor'}, {'test_file': 'inductor/test_combo_kernels'}, {'test_file': 'inductor/test_metrics'}, {'test_file': 'dynamo/test_utils'}, {'test_file': 'inductor/test_coordinate_descent_tuner'}, {'test_file': 'dynamo/test_pre_dispatch'}, {'test_file': 'functorch/test_ops'}, {'test_file': 'inductor/test_cuda_repro'}, {'test_file': 'inductor/test_torchinductor'}, {'test_file': 'test_binary_ufuncs'}, {'test_file': 'dynamo/test_graph_region_tracker'}, {'test_file': 'export/test_export_legacy'}, {'test_file': 'test_native_functions'}, {'test_file': 'test_cpp_extensions_open_device_registration'}, {'test_file': 'inductor/test_foreach'}, {'test_file': 'functorch/test_aotdispatch'}, {'test_file': 'inductor/test_op_completeness'}, {'test_file': 'test_file_check'}, {'test_file': 'inductor/test_aot_inductor'}, {'test_file': 'inductor/test_autoheuristic'}, {'test_file': 'dynamo/test_reconstruct'}, {'test_file': 'dynamo/test_sdpa'}, {'test_file': 'test_namedtensor'}, {'test_file': 'inductor/test_config'}, {'test_file': 'functorch/test_dims'}, {'test_file': 'test_optim'}, {'test_file': 'test_fx'}, {'test_file': 'inductor/test_aot_inductor_package'}, {'test_file': 'inductor/test_cpu_cpp_wrapper'}, {'test_file': 'torch_np/numpy_tests/core/test_scalarinherit'}, {'test_file': 'test_utils_filelock'}, {'test_file': 'dynamo/test_fx_passes_pre_grad'}, {'test_file': 'dynamo/test_subgraphs'}, {'test_file': 'test_import_stats'}, {'test_file': 'test_dispatch'}, {'test_file': 'dynamo/test_dynamic_shapes'}, {'test_file': 'inductor/test_cooperative_reductions'}, {'test_file': 'export/test_tools'}, {'test_file': 'inductor/test_inplacing_pass'}, {'test_file': 'inductor/test_triton_heuristics'}, {'test_file': 'functorch/test_minifier'}, {'test_file': 'inductor/test_profiler'}, {'test_file': 'test_jit_fuser_te'}, {'test_file': 'inductor/test_benchmark_fusion'}, {'test_file': 'inductor/test_pattern_matcher'}, {'test_file': 'dynamo/test_compile'}, {'test_file': 'test_meta'}, {'test_file': 'inductor/test_minifier'}, {'test_file': 'export/test_schema'}, {'test_file': 'test_tensorexpr'}, {'test_file': 'dynamo/test_comptime'}, {'test_file': 'inductor/test_fuzzer'}, {'test_file': 'inductor/test_group_batch_fusion'}, {'test_file': 'backends/xeon/test_launch'}, {'test_file': 'torch_np/numpy_tests/core/test_einsum'}, {'test_file': 'inductor/test_codegen_triton'}, {'test_file': 'inductor/test_custom_post_grad_passes'}, {'test_file': 'export/test_passes'}, {'test_file': 'test_openmp'}, {'test_file': 'test_module_tracker'}, {'test_file': 'inductor/test_block_analysis'}, {'test_file': 'export/test_db'}, {'test_file': 'dynamo/test_config'}, {'test_file': 'inductor/test_xpu_basic'}, {'test_file': 'inductor/test_inplace_padding'}, {'test_file': 'higher_order_ops/test_invoke_quant'}, {'test_file': 'test_compile_benchmark_util'}, {'test_file': 'inductor/test_graph_transform_observer'}, {'test_file': 'test_jit'}, {'test_file': 'dynamo/test_repros'}, {'test_file': 'inductor/test_scatter_optimization'}, {'test_file': 'inductor/test_torchinductor_codegen_dynamic_shapes'}, {'test_file': 'inductor/test_control_flow'}, {'test_file': 'test_cuda_expandable_segments'}, {'test_file': 'inductor/test_torchinductor_dynamic_shapes'}, {'test_file': 'inductor/test_codecache'}, {'test_file': 'dynamo/test_autograd_function'}, {'test_file': 'test_fx_passes'}, {'test_file': 'test_legacy_vmap'}, {'test_file': 'dynamo/test_view'}, {'test_file': 'export/test_cpp_serdes'}, {'test_file': 'dynamo/test_callback'}, {'test_file': 'torch_np/test_basic'}, {'test_file': 'inductor/test_cudacodecache'}, {'test_file': 'dynamo/test_export'}, {'test_file': 'profiler/test_kineto'}, {'test_file': 'lazy/test_meta_kernel'}, {'test_file': 'inductor/test_aot_inductor_utils'}, {'test_file': 'dynamo/test_graph_deduplication'}, {'test_file': 'inductor/test_torchinductor_codegen_config_overrides'}, {'test_file': 'test_segment_reductions'}, {'test_file': 'test_show_pickle'}, {'test_file': 'inductor/test_split_cat_fx_aten_passes'}, {'test_file': 'functorch/test_ac_knapsack'}, {'test_file': 'xpu/test_conv'}, {'test_file': 'inductor/test_benchmarking'}, {'test_file': 'test_tensorexpr_pybind'}, {'test_file': 'inductor/test_split_cat_fx_passes'}, {'test_file': 'test_complex'}, {'test_file': 'dynamo/test_flat_apply'}, {'test_file': 'inductor/test_select_algorithm'}, {'test_file': 'test_numpy_interop'}, {'test_file': 'torch_np/test_function_base'}, {'test_file': 'inductor/test_multi_kernel'}, {'test_file': 'test_nestedtensor'}, {'test_file': 'inductor/test_cpu_select_algorithm'}, {'test_file': 'inductor/test_binary_folding'}, {'test_file': 'dynamo/test_misc'}, {'test_file': 'inductor/test_halide'}, {'test_file': 'inductor/test_dependencies'}, {'test_file': 'test_fake_tensor'}, {'test_file': 'export/test_torchbind'}, {'test_file': 'test_hub'}, {'test_file': 'inductor/test_decompose_mem_bound_mm'}, {'test_file': 'test_cuda_trace'}, {'test_file': 'distributions/test_constraints'}, {'test_file': 'functorch/test_vmap'}, {'test_file': 'test_utils'}, {'test_file': 'export/test_swap'}, {'test_file': 'test_ops_fwd_gradients'}, {'test_file': 'inductor/test_minifier_isolate'}, {'test_file': 'inductor/test_perf'}, {'test_file': 'test_ops_jit'}, {'test_file': 'inductor/test_cudagraph_trees_expandable_segments'}, {'test_file': 'inductor/test_layout_optim'}, {'test_file': 'nn/test_multihead_attention'}, {'test_file': 'optim/test_lrscheduler'}, {'test_file': 'inductor/test_custom_lowering'}, {'test_file': 'dynamo/test_after_aot'}, {'test_file': 'xpu/test_gemm'}, {'test_file': 'dynamo/test_optimizers'}, {'test_file': 'test_multiprocessing'}, {'test_file': 'functorch/test_ac'}, {'test_file': 'test_tensor_creation_ops'}, {'test_file': 'profiler/test_profiler'}, {'test_file': 'test_ops_gradients'}, {'test_file': 'functorch/test_eager_transforms'}, {'test_file': 'inductor/test_snode_runtime'}, {'test_file': 'inductor/test_memory'}, {'test_file': 'inductor/test_op_dtype_prop'}, {'test_file': 'dynamo/test_cudagraphs_expandable_segments'}, {'test_file': 'inductor/test_inductor_freezing'}, {'test_file': 'dynamo/test_export_mutations'}, {'test_file': 'dynamo/test_modes'}, {'test_file': 'test_weak'}, {'test_file': 'inductor/test_async_compile'}, {'test_file': 'dynamo/test_decorators'}, {'test_file': 'export/test_unflatten'}, {'test_file': 'inductor/test_mkldnn_pattern_matcher'}, {'test_file': 'test_subclass'}, {'test_file': 'inductor/test_loop_ordering'}, {'test_file': 'test_masked'}, {'test_file': 'torch_np/numpy_tests/lib/test_function_base'}, {'test_file': 'higher_order_ops/test_invoke_subgraph'}, {'test_file': 'lazy/test_step_closures'}, {'test_file': 'test_content_store'}, {'test_file': 'torch_np/numpy_tests/core/test_multiarray'}, {'test_file': 'inductor/test_torchbind'}, {'test_file': 'test_out_dtype_op'}, {'test_file': 'test_modules'}, {'test_file': 'dynamo/test_model_output'}, {'test_file': 'torch_np/numpy_tests/core/test_numeric'}, {'test_file': 'test_numba_integration'}, {'test_file': 'inductor/test_fused_attention'}, {'test_file': 'profiler/test_record_function'}, {'test_file': 'nn/test_lazy_modules'}, {'test_file': 'test_type_hints'}, {'test_file': 'dynamo/test_verify_correctness'}, {'test_file': 'test_jiterator'}, {'test_file': 'inductor/test_padding'}, {'test_file': 'test_matmul_cuda'}, {'test_file': 'nn/test_parametrization'}, {'test_file': 'inductor/test_max_autotune'}, {'test_file': 'dynamo/test_backward_higher_order_ops'}, {'test_file': 'test_datapipe'}, {'test_file': 'inductor/test_unbacked_symints'}, {'test_file': 'dynamo/test_cudagraphs'}, {'test_file': 'test_maskedtensor'}, {'test_file': 'test_monitor'}, {'test_file': 'inductor/test_auto_functionalize'}, {'test_file': 'inductor/test_efficient_conv_bn_eval'}, {'test_file': 'test_decomp'}, {'test_file': 'test_set_default_mobile_cpu_allocator'}, {'test_file': 'functorch/test_logging'}, {'test_file': 'export/test_serialize'}, {'test_file': 'test_python_dispatch'}, {'test_file': 'inductor/test_mps_basic'}, {'test_file': 'export/test_lift_unlift'}, {'test_file': 'inductor/test_cpu_repro'}, {'test_file': 'test_stateless'}, {'test_file': 'dynamo/test_profiler'}, {'test_file': 'dynamo/test_higher_order_ops'}, {'test_file': 'test_fx_reinplace_pass'}, {'test_file': 'dynamo/test_deviceguard'}, {'test_file': 'test_cpp_extensions_mtia_backend'}, {'test_file': 'optim/test_optim'}, {'test_file': 'dynamo/test_pgo'}, {'test_file': 'dynamo/test_backends'}, {'test_file': 'dynamo/test_debug_utils'}, {'test_file': 'dynamo/test_activation_checkpointing'}, {'test_file': 'nn/test_pruning'}, {'test_file': 'dynamo/test_aot_autograd'}, {'test_file': 'test_dynamic_shapes'}, {'test_file': 'functorch/test_control_flow'}, {'test_file': 'torch_np/numpy_tests/lib/test_arraypad'}, {'test_file': 'dynamo/test_base_hop'}, {'test_file': 'torch_np/numpy_tests/core/test_indexing'}, {'test_file': 'export/test_experimental'}, {'test_file': 'export/test_hop'}, {'test_file': 'export/test_draft_export'}, {'test_file': 'test_accelerator'}, {'test_file': 'test_cuda_sanitizer'}, {'test_file': 'test_shape_ops'}, {'test_file': 'test_cpp_extensions_stream_and_event'}, {'test_file': 'test_itt'}, {'test_file': 'test_autograd_fallback'}, {'test_file': 'dynamo/test_aot_autograd_cache'}, {'test_file': 'dynamo/test_compiler_bisector'}, {'test_file': 'test_model_exports_to_core_aten'}, {'test_file': 'dynamo/test_trace_rules'}, {'test_file': 'inductor/test_mmdecomp'}, {'test_file': 'export/test_converter'}, {'test_file': 'dynamo/test_python_autograd'}, {'test_file': 'test_tensorboard'}, {'test_file': 'test_namedtuple_return_api'}, {'test_file': 'dynamo/test_unspec'}, {'test_file': 'test_cuda'}, {'test_file': 'test_sympy_utils'}, {'test_file': 'torch_np/numpy_tests/core/test_getlimits'}, {'test_file': 'dynamo/test_structured_trace'}, {'test_file': 'dynamo/test_logging'}, {'test_file': 'lazy/test_generator'}, {'test_file': 'test_sort_and_select'}, {'test_file': 'test_type_info'}, {'test_file': 'optim/test_swa_utils'}, {'test_file': 'test_functionalization_of_rng_ops'}, {'test_file': 'dynamo/test_python_dispatcher'}, {'test_file': 'test_dlpack'}, {'test_file': 'test_autograd'}, {'test_file': 'test_indexing'}, {'test_file': 'torch_np/numpy_tests/lib/test_type_check'}, {'test_file': 'lazy/test_functionalization'}, {'test_file': 'test_jit_disabled'}, {'test_file': 'functorch/test_vmap_registrations'}, {'test_file': 'torch_np/numpy_tests/lib/test_histograms'}, {'test_file': 'torch_np/numpy_tests/core/test_scalarmath'}, {'test_file': 'dynamo/test_torchrec'}, {'test_file': 'nn/test_dropout'}, {'test_file': 'profiler/test_execution_trace'}, {'test_file': 'profiler/test_torch_tidy'}, {'test_file': 'torch_np/numpy_tests/fft/test_helper'}, {'test_file': 'nn/test_packed_sequence'}, {'test_file': 'nn/test_embedding'}, {'test_file': 'functorch/test_memory_efficient_fusion'}, {'test_file': 'dynamo/test_reorder_logs'}, {'test_file': 'export/test_pass_infra'}, {'test_file': 'test_public_bindings'}, {'test_file': 'torch_np/numpy_tests/core/test_dtype'}, {'test_file': 'test_view_ops'}, {'test_file': 'torch_np/numpy_tests/linalg/test_linalg'}, {'test_file': 'dynamo/test_exceptions'}, {'test_file': 'dynamo/test_bytecode_utils'}, {'test_file': 'profiler/test_cpp_thread'}, {'test_file': 'dynamo/test_minifier'}, {'test_file': 'export/test_verifier'}, {'test_file': 'dynamo/test_error_messages'}, {'test_file': 'dynamo/test_exc'}, {'test_file': 'benchmark_utils/test_benchmark_utils'}, {'test_file': 'test_futures'}, {'test_file': 'nn/test_load_state_dict'}, {'test_file': 'test_bundled_inputs'}, {'test_file': 'inductor/test_distributed_patterns'}, {'test_file': 'torch_np/numpy_tests/core/test_scalar_methods'}, {'test_file': 'test_linalg'}, {'test_file': 'torch_np/numpy_tests/core/test_shape_base'}, {'test_file': 'dynamo/test_ctx_manager'}, {'test_file': 'test_functional_optim'}, {'test_file': 'torch_np/numpy_tests/lib/test_twodim_base'}, {'test_file': 'test_autocast'}, {'test_file': 'test_schema_check'}, {'test_file': 'torch_np/numpy_tests/lib/test_arraysetops'}, {'test_file': 'dynamo/test_input_attr_tracking'}, {'test_file': 'dynamo/test_hooks'}, {'test_file': 'test_scatter_gather_ops'}, {'test_file': 'test_dataloader'}, {'test_file': 'torch_np/test_ndarray_methods'}, {'test_file': 'nn/test_module_hooks'}, {'test_file': 'dynamo/test_generator'}, {'test_file': 'test_native_mha'}, {'test_file': 'test_unary_ufuncs'}, {'test_file': 'test_nn'}, {'test_file': 'lazy/test_ts_opinfo'}, {'test_file': 'lazy/test_extract_compiled_graph'}, {'test_file': 'test_cuda_primary_ctx'}, {'test_file': 'distributions/test_distributions'}, {'test_file': 'dynamo/test_subclasses'}, {'test_file': 'torch_np/numpy_tests/lib/test_index_tricks'}, {'test_file': 'test_jit_llga_fuser'}, {'test_file': 'test_vulkan'}, {'test_file': 'test_ops'}, {'test_file': 'test_serialization'}, {'test_file': 'dynamo/test_recompile_ux'}, {'test_file': 'test_testing'}, {'test_file': 'test_cpp_extensions_jit'}, {'test_file': 'torch_np/numpy_tests/fft/test_pocketfft'}, {'test_file': 'torch_np/numpy_tests/lib/test_shape_base_'}, {'test_file': 'nn/test_init'}, {'test_file': 'test_mkldnn'}, {'test_file': 'test_mkldnn_fusion'}, {'test_file': 'torch_np/numpy_tests/core/test_dlpack'}, {'test_file': 'nn/test_pooling'}, {'test_file': 'test_torch'}, {'test_file': 'test_xnnpack_integration'}, {'test_file': 'dynamo/test_guard_manager'}, {'test_file': 'profiler/test_memory_profiler'}, {'test_file': 'torch_np/numpy_tests/core/test_scalar_ctors'}, {'test_file': 'torch_np/numpy_tests/core/test_numerictypes'}, {'test_file': 'test_type_promotion'}, {'test_file': 'test_function_schema'}, {'test_file': 'test_spectral_ops'}, {'test_file': 'lazy/test_debug_util'}, {'test_file': 'torch_np/test_reductions'}, {'test_file': 'nn/test_convolution'}, {'test_file': 'test_reductions'}, {'test_file': 'test_prims'}, {'test_file': 'test_mobile_optimizer'}, {'test_file': 'test_multiprocessing_spawn'}, {'test_file': 'test_cuda_multigpu'}, {'test_file': 'test_functional_autograd_benchmark'}, {'test_file': 'profiler/test_profiler_tree'}, {'test_file': 'test_jit_autocast'}, {'test_file': 'test_quantization'}, {'test_file': 'lazy/test_reuse_ir'}, {'test_file': 'lazy/test_bindings'}, {'test_file': 'cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic'}, {'test_file': 'cpp_extensions/python_agnostic_extension/test/test_python_agnostic'}, {'test_file': 'doctests'}, {'test_file': 'dynamo/test_buffers_override'}, {'test_file': 'dynamo/test_deque_reconstruct'}, {'test_file': 'dynamo/test_guard_serialization'}, {'test_file': 'dynamo/test_inline_and_install'}, {'test_file': 'dynamo/test_install_free_tensors'}, {'test_file': 'export/test_export_strict'}, {'test_file': 'export/test_export_with_inline_and_install'}, {'test_file': 'export/test_package'}, {'test_file': 'inductor/test_alignment'}, {'test_file': 'inductor/test_best_config'}, {'test_file': 'inductor/test_compile'}, {'test_file': 'inductor/test_compile_subprocess'}, {'test_file': 'inductor/test_cutlass_evt'}, {'test_file': 'inductor/test_fxir_backend'}, {'test_file': 'inductor/test_inductor_scheduler'}, {'test_file': 'inductor/test_online_softmax'}, {'test_file': 'inductor/test_quantization'}, {'test_file': 'inductor/test_static_cuda_launcher'}, {'test_file': 'inductor/test_subgraph_choice'}, {'test_file': 'test_autoload_disable'}, {'test_file': 'test_autoload_enable'}, {'test_file': 'test_cpp_extensions_aot_ninja'}, {'test_file': 'test_cpp_extensions_aot_no_ninja'}, {'test_file': 'test_openreg'}, {'test_file': 'xpu/test_fusion'}], 'excluded': []} from test/test-reports/td_exclusions-820f1613a05e6532b2b0.json is not a benchmark record, skipping
2025-06-02T00:15:22.9888780Z   warn(f"{result} from {filepath} is not a benchmark record, skipping")
2025-06-02T00:15:22.9951345Z Prepare all required actions
2025-06-02T00:15:22.9952166Z Getting action download info
2025-06-02T00:15:23.0005127Z ##[group]Run ./.github/actions/teardown-rocm
2025-06-02T00:15:23.0005836Z env:
2025-06-02T00:15:23.0006421Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:23.0007601Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:23.0008952Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:23.0010219Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:23.0012332Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:23.0013922Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:23.0014495Z   AWS_REGION: us-east-1
2025-06-02T00:15:23.0015100Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:23.0015885Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:23.0022052Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:23.0022487Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:23.0022966Z ##[endgroup]
2025-06-02T00:15:23.0051605Z ##[group]Run # ignore expansion of "docker ps -q" since it could be empty
2025-06-02T00:15:23.0052762Z # ignore expansion of "docker ps -q" since it could be empty
2025-06-02T00:15:23.0053580Z # shellcheck disable=SC2046
2025-06-02T00:15:23.0054277Z docker stop $(docker ps -q) || true
2025-06-02T00:15:23.0054972Z # Prune all stopped containers.
2025-06-02T00:15:23.0055611Z docker container prune -f
2025-06-02T00:15:23.0105422Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-02T00:15:23.0105973Z env:
2025-06-02T00:15:23.0106320Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:23.0106921Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:23.0107774Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:23.0108562Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:23.0109896Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:23.0111094Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:23.0111539Z   AWS_REGION: us-east-1
2025-06-02T00:15:23.0112173Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:23.0112727Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:23.0120008Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:23.0120664Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:23.0121326Z ##[endgroup]
2025-06-02T00:15:33.7071099Z f9b63d0c0d6d
2025-06-02T00:15:57.4407339Z Deleted Containers:
2025-06-02T00:15:57.4408249Z f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:57.4408895Z 
2025-06-02T00:15:57.4409128Z Total reclaimed space: 10.03GB
2025-06-02T00:15:57.4473755Z Prepare all required actions
2025-06-02T00:15:57.4509432Z ##[group]Run ./.github/actions/diskspace-cleanup
2025-06-02T00:15:57.4510087Z with:
2025-06-02T00:15:57.4510562Z   diskspace-cutoff: 70
2025-06-02T00:15:57.4511054Z env:
2025-06-02T00:15:57.4511482Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:57.4512282Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:57.4513425Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:57.4514486Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:57.4516259Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:57.4518493Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:57.4519123Z   AWS_REGION: us-east-1
2025-06-02T00:15:57.4519758Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:57.4520491Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:57.4530687Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:57.4531694Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:57.4533044Z ##[endgroup]
2025-06-02T00:15:57.4550528Z ##[group]Run set -ex
2025-06-02T00:15:57.4550832Z set -ex
2025-06-02T00:15:57.4551083Z diskspace_cutoff=70
2025-06-02T00:15:57.4551472Z docker_root_dir=$(docker info -f '{{.DockerRootDir}}')
2025-06-02T00:15:57.4551884Z if [ ! -d "$docker_root_dir" ]; then
2025-06-02T00:15:57.4552399Z     echo "Docker root directory ($docker_root_dir) does not exist. Skipping disk space check."
2025-06-02T00:15:57.4552885Z     exit 0
2025-06-02T00:15:57.4553125Z fi
2025-06-02T00:15:57.4553564Z diskspace=$(df -H --output=pcent ${docker_root_dir} | sed -n 2p | sed 's/%//' | sed 's/ //')
2025-06-02T00:15:57.4554408Z msg="Please file an issue on pytorch/pytorch reporting the faulty runner. Include a link to the runner logs so the runner can be identified"
2025-06-02T00:15:57.4555121Z if [[ "$diskspace" -ge "$diskspace_cutoff" ]] ; then
2025-06-02T00:15:57.4555511Z     docker system prune -af
2025-06-02T00:15:57.4555997Z     diskspace_new=$(df -H --output=pcent ${docker_root_dir} | sed -n 2p | sed 's/%//' | sed 's/ //')
2025-06-02T00:15:57.4556547Z     if [[ "$diskspace_new" -gt "$diskspace_cutoff" ]] ; then
2025-06-02T00:15:57.4557127Z         echo "Error: Available diskspace is less than $diskspace_cutoff percent. Not enough diskspace."
2025-06-02T00:15:57.4557714Z         echo "$msg"
2025-06-02T00:15:57.4557987Z         exit 1
2025-06-02T00:15:57.4558247Z     else
2025-06-02T00:15:57.4558550Z         difference=$((diskspace - diskspace_new))
2025-06-02T00:15:57.4558962Z         echo "Diskspace saved: $difference percent"
2025-06-02T00:15:57.4559299Z     fi
2025-06-02T00:15:57.4559523Z fi
2025-06-02T00:15:57.4591790Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0}
2025-06-02T00:15:57.4592167Z env:
2025-06-02T00:15:57.4592413Z   GIT_DEFAULT_BRANCH: main
2025-06-02T00:15:57.4592833Z   RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts
2025-06-02T00:15:57.4593404Z   RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results
2025-06-02T00:15:57.4594090Z   RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs
2025-06-02T00:15:57.4595014Z   GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host
2025-06-02T00:15:57.4595823Z   AWS_DEFAULT_REGION: us-east-1
2025-06-02T00:15:57.4596120Z   AWS_REGION: us-east-1
2025-06-02T00:15:57.4596432Z   AWS_ACCESS_KEY_ID: ***
2025-06-02T00:15:57.4596811Z   AWS_SECRET_ACCESS_KEY: ***
2025-06-02T00:15:57.4601807Z   AWS_SESSION_TOKEN: ***
2025-06-02T00:15:57.4602242Z   CONTAINER_NAME: f9b63d0c0d6d9223c2d6723cc572e3625b44f2755c547145ee6bfb7c4026f102
2025-06-02T00:15:57.4602701Z ##[endgroup]
2025-06-02T00:15:57.4656877Z + diskspace_cutoff=70
2025-06-02T00:15:57.4663379Z ++ docker info -f '{{.DockerRootDir}}'
2025-06-02T00:15:57.5140849Z + docker_root_dir=/home/pytorchci/.local/share/docker
2025-06-02T00:15:57.5141456Z + '[' '!' -d /home/pytorchci/.local/share/docker ']'
2025-06-02T00:15:57.5148088Z ++ df -H --output=pcent /home/pytorchci/.local/share/docker
2025-06-02T00:15:57.5148743Z ++ sed -n 2p
2025-06-02T00:15:57.5150667Z ++ sed s/%//
2025-06-02T00:15:57.5151093Z ++ sed 's/ //'
2025-06-02T00:15:57.5172634Z + diskspace=47
2025-06-02T00:15:57.5173786Z + msg='Please file an issue on pytorch/pytorch reporting the faulty runner. Include a link to the runner logs so the runner can be identified'
2025-06-02T00:15:57.5174322Z + [[ 47 -ge 70 ]]
2025-06-02T00:15:57.5210420Z Post job cleanup.
2025-06-02T00:15:57.5262652Z Post job cleanup.
2025-06-02T00:15:57.6399398Z Post job cleanup.
2025-06-02T00:15:57.6736764Z Logging out of registry 308535385114.dkr.ecr.us-east-1.amazonaws.com
2025-06-02T00:15:57.7090228Z Post job cleanup.
2025-06-02T00:15:57.8277841Z Post job cleanup.
2025-06-02T00:15:57.8358914Z Post job cleanup.
2025-06-02T00:15:57.9228494Z [command]/usr/bin/git version
2025-06-02T00:15:57.9263808Z git version 2.34.1
2025-06-02T00:15:57.9296069Z Copying '/home/pytorchci/.gitconfig' to '/home/pytorchci/actions-runner/_work/_temp/3a211603-129d-431f-a970-1bff560e6f02/.gitconfig'
2025-06-02T00:15:57.9305982Z Temporarily overriding HOME='/home/pytorchci/actions-runner/_work/_temp/3a211603-129d-431f-a970-1bff560e6f02' before making global git config changes
2025-06-02T00:15:57.9307839Z Adding repository directory to the temporary git global config as a safe directory
2025-06-02T00:15:57.9309391Z [command]/usr/bin/git config --global --add safe.directory /home/pytorchci/actions-runner/_work/pytorch/pytorch
2025-06-02T00:15:57.9345400Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand
2025-06-02T00:15:57.9379586Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'core\.sshCommand' && git config --local --unset-all 'core.sshCommand' || :"
2025-06-02T00:15:57.9744693Z Entering 'android/libs/fbjni'
2025-06-02T00:15:57.9803719Z Entering 'third_party/FP16'
2025-06-02T00:15:57.9851919Z Entering 'third_party/FXdiv'
2025-06-02T00:15:57.9896611Z Entering 'third_party/NNPACK'
2025-06-02T00:15:57.9940765Z Entering 'third_party/NVTX'
2025-06-02T00:15:57.9984015Z Entering 'third_party/VulkanMemoryAllocator'
2025-06-02T00:15:58.0026766Z Entering 'third_party/XNNPACK'
2025-06-02T00:15:58.0084761Z Entering 'third_party/benchmark'
2025-06-02T00:15:58.0131366Z Entering 'third_party/composable_kernel'
2025-06-02T00:15:58.0180481Z Entering 'third_party/cpp-httplib'
2025-06-02T00:15:58.0225569Z Entering 'third_party/cpuinfo'
2025-06-02T00:15:58.0269034Z Entering 'third_party/cudnn_frontend'
2025-06-02T00:15:58.0311833Z Entering 'third_party/cutlass'
2025-06-02T00:15:58.0365902Z Entering 'third_party/eigen'
2025-06-02T00:15:58.0412963Z Entering 'third_party/fbgemm'
2025-06-02T00:15:58.0459428Z Entering 'third_party/fbgemm/external/asmjit'
2025-06-02T00:15:58.0506081Z Entering 'third_party/fbgemm/external/composable_kernel'
2025-06-02T00:15:58.0557115Z Entering 'third_party/fbgemm/external/cpuinfo'
2025-06-02T00:15:58.0603581Z Entering 'third_party/fbgemm/external/cutlass'
2025-06-02T00:15:58.0658189Z Entering 'third_party/fbgemm/external/googletest'
2025-06-02T00:15:58.0703284Z Entering 'third_party/fbgemm/external/hipify_torch'
2025-06-02T00:15:58.0744196Z Entering 'third_party/fbgemm/external/json'
2025-06-02T00:15:58.0799674Z Entering 'third_party/flash-attention'
2025-06-02T00:15:58.0851312Z Entering 'third_party/flash-attention/csrc/composable_kernel'
2025-06-02T00:15:58.0905223Z Entering 'third_party/flash-attention/csrc/cutlass'
2025-06-02T00:15:58.0958589Z Entering 'third_party/flatbuffers'
2025-06-02T00:15:58.1003375Z Entering 'third_party/fmt'
2025-06-02T00:15:58.1048199Z Entering 'third_party/gemmlowp/gemmlowp'
2025-06-02T00:15:58.1090213Z Entering 'third_party/gloo'
2025-06-02T00:15:58.1137364Z Entering 'third_party/googletest'
2025-06-02T00:15:58.1185309Z Entering 'third_party/ideep'
2025-06-02T00:15:58.1226245Z Entering 'third_party/ideep/mkl-dnn'
2025-06-02T00:15:58.1279228Z Entering 'third_party/ittapi'
2025-06-02T00:15:58.1330173Z Entering 'third_party/kineto'
2025-06-02T00:15:58.1369140Z Entering 'third_party/kineto/libkineto/third_party/dynolog'
2025-06-02T00:15:58.1412638Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM'
2025-06-02T00:15:58.1454884Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr'
2025-06-02T00:15:58.1495299Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt'
2025-06-02T00:15:58.1533131Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags'
2025-06-02T00:15:58.1570173Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc'
2025-06-02T00:15:58.1617083Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog'
2025-06-02T00:15:58.1659210Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest'
2025-06-02T00:15:58.1704064Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json'
2025-06-02T00:15:58.1752948Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs'
2025-06-02T00:15:58.1797740Z Entering 'third_party/kineto/libkineto/third_party/fmt'
2025-06-02T00:15:58.1844778Z Entering 'third_party/kineto/libkineto/third_party/googletest'
2025-06-02T00:15:58.1892021Z Entering 'third_party/kleidiai'
2025-06-02T00:15:58.1933609Z Entering 'third_party/mimalloc'
2025-06-02T00:15:58.1979586Z Entering 'third_party/nlohmann'
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2025-06-02T00:15:58.2309557Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json'
2025-06-02T00:15:58.2361684Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto'
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2025-06-02T00:15:58.2442610Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp'
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2025-06-02T00:15:58.2589758Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg'
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2025-06-02T00:15:58.2924249Z Entering 'third_party/pybind11'
2025-06-02T00:15:58.2971242Z Entering 'third_party/python-peachpy'
2025-06-02T00:15:58.3011516Z Entering 'third_party/sleef'
2025-06-02T00:15:58.3051252Z Entering 'third_party/tensorpipe'
2025-06-02T00:15:58.3091427Z Entering 'third_party/tensorpipe/third_party/googletest'
2025-06-02T00:15:58.3133568Z Entering 'third_party/tensorpipe/third_party/libnop'
2025-06-02T00:15:58.3176320Z Entering 'third_party/tensorpipe/third_party/libuv'
2025-06-02T00:15:58.3219329Z Entering 'third_party/tensorpipe/third_party/pybind11'
2025-06-02T00:15:58.3262758Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang'
2025-06-02T00:15:58.3339064Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader
2025-06-02T00:15:58.3361643Z http.https://github.com/.extraheader
2025-06-02T00:15:58.3375194Z [command]/usr/bin/git config --local --unset-all http.https://github.com/.extraheader
2025-06-02T00:15:58.3422976Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'http\.https\:\/\/github\.com\/\.extraheader' && git config --local --unset-all 'http.https://github.com/.extraheader' || :"
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2025-06-02T00:15:58.4158930Z http.https://github.com/.extraheader
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2025-06-02T00:15:58.4236061Z http.https://github.com/.extraheader
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2025-06-02T00:15:58.4544979Z http.https://github.com/.extraheader
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2025-06-02T00:15:58.5759501Z Entering 'third_party/kineto'
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2025-06-02T00:15:58.5824997Z Entering 'third_party/kineto/libkineto/third_party/dynolog'
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2025-06-02T00:15:58.5949490Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr'
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2025-06-02T00:15:58.6121993Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc'
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2025-06-02T00:15:58.6184266Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog'
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2025-06-02T00:15:58.6244036Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest'
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2025-06-02T00:15:58.6302893Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json'
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2025-06-02T00:15:58.6362452Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs'
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2025-06-02T00:15:58.6504121Z http.https://github.com/.extraheader
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2025-06-02T00:15:58.7028587Z http.https://github.com/.extraheader
2025-06-02T00:15:58.7062632Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl'
2025-06-02T00:15:58.7085524Z http.https://github.com/.extraheader
2025-06-02T00:15:58.7131135Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json'
2025-06-02T00:15:58.7153600Z http.https://github.com/.extraheader
2025-06-02T00:15:58.7189217Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto'
2025-06-02T00:15:58.7214392Z http.https://github.com/.extraheader
2025-06-02T00:15:58.7251369Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp'
2025-06-02T00:15:58.7273302Z http.https://github.com/.extraheader
2025-06-02T00:15:58.7307497Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp'
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2025-06-02T00:15:58.7365674Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb'
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2025-06-02T00:15:58.7430294Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest'
2025-06-02T00:15:58.7451128Z http.https://github.com/.extraheader
2025-06-02T00:15:58.7497974Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg'
2025-06-02T00:15:58.7519011Z http.https://github.com/.extraheader
2025-06-02T00:15:58.7581050Z Entering 'third_party/pocketfft'
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2025-06-02T00:15:58.7646377Z Entering 'third_party/protobuf'
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2025-06-02T00:15:58.8144662Z Entering 'third_party/tensorpipe'
2025-06-02T00:15:58.8169348Z http.https://github.com/.extraheader
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2025-06-02T00:15:58.8263644Z Entering 'third_party/tensorpipe/third_party/libnop'
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2025-06-02T00:15:58.8343432Z http.https://github.com/.extraheader
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2025-06-02T00:15:58.8438814Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang'
2025-06-02T00:15:58.8463606Z http.https://github.com/.extraheader
2025-06-02T00:15:58.8671827Z Cleaning up orphan processes